Merge remote-tracking branch 'origin/master' into af/block-scale-optimization

.editorconfig

@@ -368,8 +368,6 @@ csharp_style_throw_expression = true:suggestion
 csharp_style_unused_value_expression_statement_preference = discard_variable:silent
 csharp_style_unused_value_assignment_preference = discard_variable:suggestion
 
-csharp_style_var_for_built_in_types = false:silent
+csharp_style_var_for_built_in_types = never
 csharp_style_var_when_type_is_apparent = true:warning
 csharp_style_var_elsewhere = false:warning
-
-csharp_prefer_simple_using_statement = false:silent

ImageSharp.sln

@@ -334,6 +334,7 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "ImageSharp.Tests.ProfilingS
 EndProject
 Global
 	GlobalSection(SharedMSBuildProjectFiles) = preSolution
+		shared-infrastructure\src\SharedInfrastructure\SharedInfrastructure.projitems*{2aa31a1f-142c-43f4-8687-09abca4b3a26}*SharedItemsImports = 5
 		shared-infrastructure\src\SharedInfrastructure\SharedInfrastructure.projitems*{68a8cc40-6aed-4e96-b524-31b1158fdeea}*SharedItemsImports = 13
 	EndGlobalSection
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution

shared-infrastructure

@@ -1 +1 @@
-Subproject commit 36b2d55f5bb0d91024955bd26ba220ee41cc96e5
+Subproject commit ea561c249ba86352fe3b69e612b8072f3652eacb

src/Directory.Build.props

@@ -34,4 +34,6 @@
     <InternalsVisibleTo Include="SixLabors.ImageSharp.Tests" PublicKey="$(SixLaborsPublicKey)" />
   </ItemGroup>
 
+
+  
 </Project>

src/Directory.Build.targets

@@ -52,4 +52,24 @@
   <!-- https://github.com/Microsoft/vstest/issues/411 -->
   <Target Name="VSTest" Condition="'$(IsTestProject)' == 'true'"/>
 
+  <ItemGroup>
+    <!--Shared config files that have to exist at root level.-->
+    <ConfigFilesToCopy Include="..\..\shared-infrastructure\.editorconfig;..\..\shared-infrastructure\.gitattributes" />
+  </ItemGroup>
+
+  <!--Ensures our config files are up to date.-->
+  <Target Name="CopyFiles" BeforeTargets="Build">
+    <Copy SourceFiles="@(ConfigFilesToCopy)"
+          SkipUnchangedFiles = "true"
+          DestinationFolder="..\..\" />
+  </Target>
+  
+  <!-- Allows regenerating T4-generated files at build time using MsBuild -->
+  <!-- Enable on Windows OS to build all T4 templates. TODO: XPlat
+  <Import Project="$(MSBuildExtensionsPath)\Microsoft\VisualStudio\v$(VisualStudioVersion)\TextTemplating\Microsoft.TextTemplating.targets" />
+  <PropertyGroup>
+    <TransformOnBuild>true</TransformOnBuild>
+  </PropertyGroup>
+  -->
+  
 </Project>

src/ImageSharp/Advanced/IRowIntervalOperation.cs

@@ -1,8 +1,6 @@
 // Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
-using System;
-using System.Runtime.CompilerServices;
 using SixLabors.ImageSharp.Memory;
 
 namespace SixLabors.ImageSharp.Advanced

src/ImageSharp/Advanced/IRowIntervalOperation{TBuffer}.cs

@@ -2,8 +2,6 @@
 // Licensed under the Apache License, Version 2.0.
 
 using System;
-using System.Buffers;
-using System.Runtime.CompilerServices;
 using SixLabors.ImageSharp.Memory;
 
 namespace SixLabors.ImageSharp.Advanced

src/ImageSharp/Advanced/IRowOperation.cs

@@ -0,0 +1,17 @@
+// Copyright (c) Six Labors and contributors.
+// Licensed under the Apache License, Version 2.0.
+
+namespace SixLabors.ImageSharp.Advanced
+{
+    /// <summary>
+    /// Defines the contract for an action that operates on a row.
+    /// </summary>
+    public interface IRowOperation
+    {
+        /// <summary>
+        /// Invokes the method passing the row y coordinate.
+        /// </summary>
+        /// <param name="y">The row y coordinate.</param>
+        void Invoke(int y);
+    }
+}

src/ImageSharp/Advanced/IRowOperation{TBuffer}.cs

@@ -0,0 +1,22 @@
+// Copyright (c) Six Labors and contributors.
+// Licensed under the Apache License, Version 2.0.
+
+using System;
+
+namespace SixLabors.ImageSharp.Advanced
+{
+    /// <summary>
+    /// Defines the contract for an action that operates on a row with a temporary buffer.
+    /// </summary>
+    /// <typeparam name="TBuffer">The type of buffer elements.</typeparam>
+    public interface IRowOperation<TBuffer>
+        where TBuffer : unmanaged
+    {
+        /// <summary>
+        /// Invokes the method passing the row and a buffer.
+        /// </summary>
+        /// <param name="y">The row y coordinate.</param>
+        /// <param name="span">The contiguous region of memory.</param>
+        void Invoke(int y, Span<TBuffer> span);
+    }
+}

src/ImageSharp/Advanced/ParallelRowIterator.Wrappers.cs

@@ -17,51 +17,130 @@ namespace SixLabors.ImageSharp.Advanced
     /// </content>
     public static partial class ParallelRowIterator
     {
-        private readonly struct IterationParameters
+        private readonly struct RowOperationWrapper<T>
+            where T : struct, IRowOperation
         {
-            public readonly int MinY;
+            private readonly int minY;
-            public readonly int MaxY;
+            private readonly int maxY;
-            public readonly int StepY;
+            private readonly int stepY;
-            public readonly int Width;
+            private readonly T action;
 
-            public IterationParameters(int minY, int maxY, int stepY)
+            [MethodImpl(InliningOptions.ShortMethod)]
-                : this(minY, maxY, stepY, 0)
+            public RowOperationWrapper(
+                int minY,
+                int maxY,
+                int stepY,
+                in T action)
             {
+                this.minY = minY;
+                this.maxY = maxY;
+                this.stepY = stepY;
+                this.action = action;
             }
 
-            public IterationParameters(int minY, int maxY, int stepY, int width)
+            [MethodImpl(InliningOptions.ShortMethod)]
+            public void Invoke(int i)
             {
-                this.MinY = minY;
+                int yMin = this.minY + (i * this.stepY);
-                this.MaxY = maxY;
+
-                this.StepY = stepY;
+                if (yMin >= this.maxY)
-                this.Width = width;
+                {
+                    return;
+                }
+
+                int yMax = Math.Min(yMin + this.stepY, this.maxY);
+
+                for (int y = yMin; y < yMax; y++)
+                {
+                    // Skip the safety copy when invoking a potentially impure method on a readonly field
+                    Unsafe.AsRef(this.action).Invoke(y);
+                }
+            }
+        }
+
+        private readonly struct RowOperationWrapper<T, TBuffer>
+            where T : struct, IRowOperation<TBuffer>
+            where TBuffer : unmanaged
+        {
+            private readonly int minY;
+            private readonly int maxY;
+            private readonly int stepY;
+            private readonly int width;
+            private readonly MemoryAllocator allocator;
+            private readonly T action;
+
+            [MethodImpl(InliningOptions.ShortMethod)]
+            public RowOperationWrapper(
+                int minY,
+                int maxY,
+                int stepY,
+                int width,
+                MemoryAllocator allocator,
+                in T action)
+            {
+                this.minY = minY;
+                this.maxY = maxY;
+                this.stepY = stepY;
+                this.width = width;
+                this.allocator = allocator;
+                this.action = action;
+            }
+
+            [MethodImpl(InliningOptions.ShortMethod)]
+            public void Invoke(int i)
+            {
+                int yMin = this.minY + (i * this.stepY);
+
+                if (yMin >= this.maxY)
+                {
+                    return;
+                }
+
+                int yMax = Math.Min(yMin + this.stepY, this.maxY);
+
+                using IMemoryOwner<TBuffer> buffer = this.allocator.Allocate<TBuffer>(this.width);
+
+                Span<TBuffer> span = buffer.Memory.Span;
+
+                for (int y = yMin; y < yMax; y++)
+                {
+                    Unsafe.AsRef(this.action).Invoke(y, span);
+                }
             }
         }
 
         private readonly struct RowIntervalOperationWrapper<T>
             where T : struct, IRowIntervalOperation
         {
-            private readonly IterationParameters info;
+            private readonly int minY;
+            private readonly int maxY;
+            private readonly int stepY;
             private readonly T operation;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperationWrapper(in IterationParameters info, in T operation)
+            public RowIntervalOperationWrapper(
+                int minY,
+                int maxY,
+                int stepY,
+                in T operation)
             {
-                this.info = info;
+                this.minY = minY;
+                this.maxY = maxY;
+                this.stepY = stepY;
                 this.operation = operation;
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
             public void Invoke(int i)
             {
-                int yMin = this.info.MinY + (i * this.info.StepY);
+                int yMin = this.minY + (i * this.stepY);
 
-                if (yMin >= this.info.MaxY)
+                if (yMin >= this.maxY)
                 {
                     return;
                 }
 
-                int yMax = Math.Min(yMin + this.info.StepY, this.info.MaxY);
+                int yMax = Math.Min(yMin + this.stepY, this.maxY);
                 var rows = new RowInterval(yMin, yMax);
 
                 // Skip the safety copy when invoking a potentially impure method on a readonly field
@@ -73,17 +152,26 @@ namespace SixLabors.ImageSharp.Advanced
             where T : struct, IRowIntervalOperation<TBuffer>
             where TBuffer : unmanaged
         {
-            private readonly IterationParameters info;
+            private readonly int minY;
+            private readonly int maxY;
+            private readonly int stepY;
+            private readonly int width;
             private readonly MemoryAllocator allocator;
             private readonly T operation;
 
             [MethodImpl(InliningOptions.ShortMethod)]
             public RowIntervalOperationWrapper(
-                in IterationParameters info,
+                int minY,
+                int maxY,
+                int stepY,
+                int width,
                 MemoryAllocator allocator,
                 in T operation)
             {
-                this.info = info;
+                this.minY = minY;
+                this.maxY = maxY;
+                this.stepY = stepY;
+                this.width = width;
                 this.allocator = allocator;
                 this.operation = operation;
             }
@@ -91,17 +179,17 @@ namespace SixLabors.ImageSharp.Advanced
             [MethodImpl(InliningOptions.ShortMethod)]
             public void Invoke(int i)
             {
-                int yMin = this.info.MinY + (i * this.info.StepY);
+                int yMin = this.minY + (i * this.stepY);
 
-                if (yMin >= this.info.MaxY)
+                if (yMin >= this.maxY)
                 {
                     return;
                 }
 
-                int yMax = Math.Min(yMin + this.info.StepY, this.info.MaxY);
+                int yMax = Math.Min(yMin + this.stepY, this.maxY);
                 var rows = new RowInterval(yMin, yMax);
 
-                using IMemoryOwner<TBuffer> buffer = this.allocator.Allocate<TBuffer>(this.info.Width);
+                using IMemoryOwner<TBuffer> buffer = this.allocator.Allocate<TBuffer>(this.width);
 
                 Unsafe.AsRef(in this.operation).Invoke(in rows, buffer.Memory.Span);
             }

src/ImageSharp/Advanced/ParallelRowIterator.cs

@@ -17,6 +17,135 @@ namespace SixLabors.ImageSharp.Advanced
     /// </summary>
     public static partial class ParallelRowIterator
     {
+        /// <summary>
+        /// Iterate through the rows of a rectangle in optimized batches.
+        /// </summary>
+        /// <typeparam name="T">The type of row operation to perform.</typeparam>
+        /// <param name="configuration">The <see cref="Configuration"/> to get the parallel settings from.</param>
+        /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
+        /// <param name="operation">The operation defining the iteration logic on a single row.</param>
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public static void IterateRows<T>(Configuration configuration, Rectangle rectangle, in T operation)
+            where T : struct, IRowOperation
+        {
+            var parallelSettings = ParallelExecutionSettings.FromConfiguration(configuration);
+            IterateRows(rectangle, in parallelSettings, in operation);
+        }
+
+        /// <summary>
+        /// Iterate through the rows of a rectangle in optimized batches.
+        /// </summary>
+        /// <typeparam name="T">The type of row operation to perform.</typeparam>
+        /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
+        /// <param name="parallelSettings">The <see cref="ParallelExecutionSettings"/>.</param>
+        /// <param name="operation">The operation defining the iteration logic on a single row.</param>
+        public static void IterateRows<T>(
+            Rectangle rectangle,
+            in ParallelExecutionSettings parallelSettings,
+            in T operation)
+            where T : struct, IRowOperation
+        {
+            ValidateRectangle(rectangle);
+
+            int top = rectangle.Top;
+            int bottom = rectangle.Bottom;
+            int width = rectangle.Width;
+            int height = rectangle.Height;
+
+            int maxSteps = DivideCeil(width * height, parallelSettings.MinimumPixelsProcessedPerTask);
+            int numOfSteps = Math.Min(parallelSettings.MaxDegreeOfParallelism, maxSteps);
+
+            // Avoid TPL overhead in this trivial case:
+            if (numOfSteps == 1)
+            {
+                for (int y = top; y < bottom; y++)
+                {
+                    Unsafe.AsRef(operation).Invoke(y);
+                }
+
+                return;
+            }
+
+            int verticalStep = DivideCeil(rectangle.Height, numOfSteps);
+            var parallelOptions = new ParallelOptions { MaxDegreeOfParallelism = numOfSteps };
+            var wrappingOperation = new RowOperationWrapper<T>(top, bottom, verticalStep, in operation);
+
+            Parallel.For(
+                0,
+                numOfSteps,
+                parallelOptions,
+                wrappingOperation.Invoke);
+        }
+
+        /// <summary>
+        /// Iterate through the rows of a rectangle in optimized batches.
+        /// instantiating a temporary buffer for each <paramref name="operation"/> invocation.
+        /// </summary>
+        /// <typeparam name="T">The type of row operation to perform.</typeparam>
+        /// <typeparam name="TBuffer">The type of buffer elements.</typeparam>
+        /// <param name="configuration">The <see cref="Configuration"/> to get the parallel settings from.</param>
+        /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
+        /// <param name="operation">The operation defining the iteration logic on a single row.</param>
+        public static void IterateRows<T, TBuffer>(Configuration configuration, Rectangle rectangle, in T operation)
+            where T : struct, IRowOperation<TBuffer>
+            where TBuffer : unmanaged
+        {
+            var parallelSettings = ParallelExecutionSettings.FromConfiguration(configuration);
+            IterateRows<T, TBuffer>(rectangle, in parallelSettings, in operation);
+        }
+
+        /// <summary>
+        /// Iterate through the rows of a rectangle in optimized batches.
+        /// instantiating a temporary buffer for each <paramref name="operation"/> invocation.
+        /// </summary>
+        /// <typeparam name="T">The type of row operation to perform.</typeparam>
+        /// <typeparam name="TBuffer">The type of buffer elements.</typeparam>
+        /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
+        /// <param name="parallelSettings">The <see cref="ParallelExecutionSettings"/>.</param>
+        /// <param name="operation">The operation defining the iteration logic on a single row.</param>
+        public static void IterateRows<T, TBuffer>(
+            Rectangle rectangle,
+            in ParallelExecutionSettings parallelSettings,
+            in T operation)
+            where T : struct, IRowOperation<TBuffer>
+            where TBuffer : unmanaged
+        {
+            ValidateRectangle(rectangle);
+
+            int top = rectangle.Top;
+            int bottom = rectangle.Bottom;
+            int width = rectangle.Width;
+            int height = rectangle.Height;
+
+            int maxSteps = DivideCeil(width * height, parallelSettings.MinimumPixelsProcessedPerTask);
+            int numOfSteps = Math.Min(parallelSettings.MaxDegreeOfParallelism, maxSteps);
+            MemoryAllocator allocator = parallelSettings.MemoryAllocator;
+
+            // Avoid TPL overhead in this trivial case:
+            if (numOfSteps == 1)
+            {
+                using IMemoryOwner<TBuffer> buffer = allocator.Allocate<TBuffer>(width);
+                Span<TBuffer> span = buffer.Memory.Span;
+
+                for (int y = top; y < bottom; y++)
+                {
+                    Unsafe.AsRef(operation).Invoke(y, span);
+                }
+
+                return;
+            }
+
+            int verticalStep = DivideCeil(height, numOfSteps);
+            var parallelOptions = new ParallelOptions { MaxDegreeOfParallelism = numOfSteps };
+            var wrappingOperation = new RowOperationWrapper<T, TBuffer>(top, bottom, verticalStep, width, allocator, in operation);
+
+            Parallel.For(
+                0,
+                numOfSteps,
+                parallelOptions,
+                wrappingOperation.Invoke);
+        }
+
         /// <summary>
         /// Iterate through the rows of a rectangle in optimized batches defined by <see cref="RowInterval"/>-s.
         /// </summary>
@@ -25,11 +154,11 @@ namespace SixLabors.ImageSharp.Advanced
         /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
         /// <param name="operation">The operation defining the iteration logic on a single <see cref="RowInterval"/>.</param>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public static void IterateRows<T>(Configuration configuration, Rectangle rectangle, in T operation)
+        public static void IterateRowIntervals<T>(Configuration configuration, Rectangle rectangle, in T operation)
             where T : struct, IRowIntervalOperation
         {
             var parallelSettings = ParallelExecutionSettings.FromConfiguration(configuration);
-            IterateRows(rectangle, in parallelSettings, in operation);
+            IterateRowIntervals(rectangle, in parallelSettings, in operation);
         }
 
         /// <summary>
@@ -39,7 +168,7 @@ namespace SixLabors.ImageSharp.Advanced
         /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
         /// <param name="parallelSettings">The <see cref="ParallelExecutionSettings"/>.</param>
         /// <param name="operation">The operation defining the iteration logic on a single <see cref="RowInterval"/>.</param>
-        public static void IterateRows<T>(
+        public static void IterateRowIntervals<T>(
             Rectangle rectangle,
             in ParallelExecutionSettings parallelSettings,
             in T operation)
@@ -65,8 +194,7 @@ namespace SixLabors.ImageSharp.Advanced
 
             int verticalStep = DivideCeil(rectangle.Height, numOfSteps);
             var parallelOptions = new ParallelOptions { MaxDegreeOfParallelism = numOfSteps };
-            var info = new IterationParameters(top, bottom, verticalStep);
+            var wrappingOperation = new RowIntervalOperationWrapper<T>(top, bottom, verticalStep, in operation);
-            var wrappingOperation = new RowIntervalOperationWrapper<T>(in info, in operation);
 
             Parallel.For(
                 0,
@@ -84,12 +212,12 @@ namespace SixLabors.ImageSharp.Advanced
         /// <param name="configuration">The <see cref="Configuration"/> to get the parallel settings from.</param>
         /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
         /// <param name="operation">The operation defining the iteration logic on a single <see cref="RowInterval"/>.</param>
-        public static void IterateRows<T, TBuffer>(Configuration configuration, Rectangle rectangle, in T operation)
+        public static void IterateRowIntervals<T, TBuffer>(Configuration configuration, Rectangle rectangle, in T operation)
             where T : struct, IRowIntervalOperation<TBuffer>
             where TBuffer : unmanaged
         {
             var parallelSettings = ParallelExecutionSettings.FromConfiguration(configuration);
-            IterateRows<T, TBuffer>(rectangle, in parallelSettings, in operation);
+            IterateRowIntervals<T, TBuffer>(rectangle, in parallelSettings, in operation);
         }
 
         /// <summary>
@@ -101,7 +229,7 @@ namespace SixLabors.ImageSharp.Advanced
         /// <param name="rectangle">The <see cref="Rectangle"/>.</param>
         /// <param name="parallelSettings">The <see cref="ParallelExecutionSettings"/>.</param>
         /// <param name="operation">The operation defining the iteration logic on a single <see cref="RowInterval"/>.</param>
-        public static void IterateRows<T, TBuffer>(
+        public static void IterateRowIntervals<T, TBuffer>(
             Rectangle rectangle,
             in ParallelExecutionSettings parallelSettings,
             in T operation)
@@ -123,18 +251,16 @@ namespace SixLabors.ImageSharp.Advanced
             if (numOfSteps == 1)
             {
                 var rows = new RowInterval(top, bottom);
-                using (IMemoryOwner<TBuffer> buffer = allocator.Allocate<TBuffer>(width))
+                using IMemoryOwner<TBuffer> buffer = allocator.Allocate<TBuffer>(width);
-                {
+
-                    Unsafe.AsRef(operation).Invoke(in rows, buffer.Memory.Span);
+                Unsafe.AsRef(operation).Invoke(in rows, buffer.Memory.Span);
-                }
 
                 return;
             }
 
             int verticalStep = DivideCeil(height, numOfSteps);
             var parallelOptions = new ParallelOptions { MaxDegreeOfParallelism = numOfSteps };
-            var info = new IterationParameters(top, bottom, verticalStep, width);
+            var wrappingOperation = new RowIntervalOperationWrapper<T, TBuffer>(top, bottom, verticalStep, width, allocator, in operation);
-            var wrappingOperation = new RowIntervalOperationWrapper<T, TBuffer>(in info, allocator, in operation);
 
             Parallel.For(
                 0,

src/ImageSharp/ColorSpaces/Conversion/ColorSpaceConverter.LinearRgb.cs

@@ -248,7 +248,7 @@ namespace SixLabors.ImageSharp.ColorSpaces.Conversion
         }
 
         /// <summary>
-        /// Performs the bulk conversion from <see cref="Lms"/> into <see cref="LinearRgb"/>.
+        /// Performs the bulk conversion from <see cref="Rgb"/> into <see cref="LinearRgb"/>.
         /// </summary>
         /// <param name="source">The span to the source colors</param>
         /// <param name="destination">The span to the destination colors</param>
@@ -435,4 +435,4 @@ namespace SixLabors.ImageSharp.ColorSpaces.Conversion
             return this.ToLinearRgb(rgb);
         }
     }
-}
+}

src/ImageSharp/Common/Extensions/StreamExtensions.cs

@@ -2,9 +2,11 @@
 // Licensed under the Apache License, Version 2.0.
 
 using System;
-using System.Buffers;
 using System.IO;
 using SixLabors.ImageSharp.Memory;
+#if !SUPPORTS_SPAN_STREAM
+using System.Buffers;
+#endif
 
 namespace SixLabors.ImageSharp
 {

src/ImageSharp/Common/Helpers/Guard.cs

@@ -22,7 +22,7 @@ namespace SixLabors
         {
             if (!value.GetType().GetTypeInfo().IsValueType)
             {
-                ThrowArgumentException("Type must be a struct.", parameterName);
+                ThrowHelper.ThrowArgumentException("Type must be a struct.", parameterName);
             }
         }
     }

src/ImageSharp/Formats/Bmp/BmpEncoderCore.cs

@@ -336,8 +336,8 @@ namespace SixLabors.ImageSharp.Formats.Bmp
         private void Write8BitColor<TPixel>(Stream stream, ImageFrame<TPixel> image, Span<byte> colorPalette)
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            using IFrameQuantizer<TPixel> quantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration);
+            using IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration);
-            using QuantizedFrame<TPixel> quantized = quantizer.QuantizeFrame(image, image.Bounds());
+            using IndexedImageFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(image, image.Bounds());
 
             ReadOnlySpan<TPixel> quantizedColors = quantized.Palette.Span;
             var color = default(Rgba32);
@@ -360,7 +360,7 @@ namespace SixLabors.ImageSharp.Formats.Bmp
 
             for (int y = image.Height - 1; y >= 0; y--)
             {
-                ReadOnlySpan<byte> pixelSpan = quantized.GetRowSpan(y);
+                ReadOnlySpan<byte> pixelSpan = quantized.GetPixelRowSpan(y);
                 stream.Write(pixelSpan);
 
                 for (int i = 0; i < this.padding; i++)

src/ImageSharp/Formats/Gif/GifConstants.cs

@@ -1,6 +1,7 @@
 // Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
+using System;
 using System.Collections.Generic;
 using System.Text;
 
@@ -21,11 +22,6 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// </summary>
         public const string FileVersion = "89a";
 
-        /// <summary>
-        /// The ASCII encoded bytes used to identify the GIF file.
-        /// </summary>
-        internal static readonly byte[] MagicNumber = Encoding.ASCII.GetBytes(FileType + FileVersion);
-
         /// <summary>
         /// The extension block introducer <value>!</value>.
         /// </summary>
@@ -51,11 +47,6 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// </summary>
         public const string NetscapeApplicationIdentification = "NETSCAPE2.0";
 
-        /// <summary>
-        /// The ASCII encoded application identification bytes.
-        /// </summary>
-        internal static readonly byte[] NetscapeApplicationIdentificationBytes = Encoding.ASCII.GetBytes(NetscapeApplicationIdentification);
-
         /// <summary>
         /// The Netscape looping application sub block size.
         /// </summary>
@@ -110,5 +101,25 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// The collection of file extensions that equate to a Gif.
         /// </summary>
         public static readonly IEnumerable<string> FileExtensions = new[] { "gif" };
+
+        /// <summary>
+        /// Gets the ASCII encoded bytes used to identify the GIF file (combining <see cref="FileType"/> and <see cref="FileVersion"/>).
+        /// </summary>
+        internal static ReadOnlySpan<byte> MagicNumber => new[]
+        {
+            (byte)'G', (byte)'I', (byte)'F',
+            (byte)'8', (byte)'9', (byte)'a'
+        };
+
+        /// <summary>
+        /// Gets the ASCII encoded application identification bytes (representing <see cref="NetscapeApplicationIdentification"/>).
+        /// </summary>
+        internal static ReadOnlySpan<byte> NetscapeApplicationIdentificationBytes => new[]
+        {
+            (byte)'N', (byte)'E', (byte)'T',
+            (byte)'S', (byte)'C', (byte)'A',
+            (byte)'P', (byte)'E',
+            (byte)'2', (byte)'.', (byte)'0'
+        };
     }
 }

src/ImageSharp/Formats/Gif/GifEncoder.cs

@@ -4,6 +4,7 @@
 using System.IO;
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.PixelFormats;
+using SixLabors.ImageSharp.Processing;
 using SixLabors.ImageSharp.Processing.Processors.Quantization;
 
 namespace SixLabors.ImageSharp.Formats.Gif
@@ -17,7 +18,7 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// Gets or sets the quantizer for reducing the color count.
         /// Defaults to the <see cref="OctreeQuantizer"/>
         /// </summary>
-        public IQuantizer Quantizer { get; set; } = new OctreeQuantizer();
+        public IQuantizer Quantizer { get; set; } = KnownQuantizers.Octree;
 
         /// <summary>
         /// Gets or sets the color table mode: Global or local.

src/ImageSharp/Formats/Gif/GifEncoderCore.cs

@@ -79,14 +79,14 @@ namespace SixLabors.ImageSharp.Formats.Gif
             bool useGlobalTable = this.colorTableMode == GifColorTableMode.Global;
 
             // Quantize the image returning a palette.
-            QuantizedFrame<TPixel> quantized;
+            IndexedImageFrame<TPixel> quantized;
             using (IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration))
             {
                 quantized = frameQuantizer.QuantizeFrame(image.Frames.RootFrame, image.Bounds());
             }
 
             // Get the number of bits.
-            this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(quantized.Palette.Length).Clamp(1, 8);
+            this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(quantized.Palette.Length);
 
             // Write the header.
             this.WriteHeader(stream);
@@ -119,15 +119,20 @@ namespace SixLabors.ImageSharp.Formats.Gif
             }
 
             // Clean up.
-            quantized?.Dispose();
+            quantized.Dispose();
 
             // TODO: Write extension etc
             stream.WriteByte(GifConstants.EndIntroducer);
         }
 
-        private void EncodeGlobal<TPixel>(Image<TPixel> image, QuantizedFrame<TPixel> quantized, int transparencyIndex, Stream stream)
+        private void EncodeGlobal<TPixel>(Image<TPixel> image, IndexedImageFrame<TPixel> quantized, int transparencyIndex, Stream stream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
+            // The palette quantizer can reuse the same pixel map across multiple frames
+            // since the palette is unchanging. This allows a reduction of memory usage across
+            // multi frame gifs using a global palette.
+            EuclideanPixelMap<TPixel> pixelMap = default;
+            bool pixelMapSet = false;
             for (int i = 0; i < image.Frames.Count; i++)
             {
                 ImageFrame<TPixel> frame = image.Frames[i];
@@ -142,22 +147,27 @@ namespace SixLabors.ImageSharp.Formats.Gif
                 }
                 else
                 {
-                    using (var paletteFrameQuantizer = new PaletteFrameQuantizer<TPixel>(this.configuration, this.quantizer.Options, quantized.Palette))
+                    if (!pixelMapSet)
-                    using (QuantizedFrame<TPixel> paletteQuantized = paletteFrameQuantizer.QuantizeFrame(frame, frame.Bounds()))
                     {
-                        this.WriteImageData(paletteQuantized, stream);
+                        pixelMapSet = true;
+                        pixelMap = new EuclideanPixelMap<TPixel>(this.configuration, quantized.Palette);
                     }
+
+                    using var paletteFrameQuantizer = new PaletteFrameQuantizer<TPixel>(this.configuration, this.quantizer.Options, pixelMap);
+                    using IndexedImageFrame<TPixel> paletteQuantized = paletteFrameQuantizer.QuantizeFrame(frame, frame.Bounds());
+                    this.WriteImageData(paletteQuantized, stream);
                 }
             }
         }
 
-        private void EncodeLocal<TPixel>(Image<TPixel> image, QuantizedFrame<TPixel> quantized, Stream stream)
+        private void EncodeLocal<TPixel>(Image<TPixel> image, IndexedImageFrame<TPixel> quantized, Stream stream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             ImageFrame<TPixel> previousFrame = null;
             GifFrameMetadata previousMeta = null;
-            foreach (ImageFrame<TPixel> frame in image.Frames)
+            for (int i = 0; i < image.Frames.Count; i++)
             {
+                ImageFrame<TPixel> frame = image.Frames[i];
                 ImageFrameMetadata metadata = frame.Metadata;
                 GifFrameMetadata frameMetadata = metadata.GetGifMetadata();
                 if (quantized is null)
@@ -173,27 +183,23 @@ namespace SixLabors.ImageSharp.Formats.Gif
                             MaxColors = frameMetadata.ColorTableLength
                         };
 
-                        using (IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration, options))
+                        using IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration, options);
-                        {
+                        quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
-                            quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
-                        }
                     }
                     else
                     {
-                        using (IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration))
+                        using IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(this.configuration);
-                        {
+                        quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
-                            quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
-                        }
                     }
                 }
 
-                this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(quantized.Palette.Length).Clamp(1, 8);
+                this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(quantized.Palette.Length);
                 this.WriteGraphicalControlExtension(frameMetadata, this.GetTransparentIndex(quantized), stream);
                 this.WriteImageDescriptor(frame, true, stream);
                 this.WriteColorTable(quantized, stream);
                 this.WriteImageData(quantized, stream);
 
-                quantized?.Dispose();
+                quantized.Dispose();
                 quantized = null; // So next frame can regenerate it
                 previousFrame = frame;
                 previousMeta = frameMetadata;
@@ -208,25 +214,23 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// <returns>
         /// The <see cref="int"/>.
         /// </returns>
-        private int GetTransparentIndex<TPixel>(QuantizedFrame<TPixel> quantized)
+        private int GetTransparentIndex<TPixel>(IndexedImageFrame<TPixel> quantized)
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            // Transparent pixels are much more likely to be found at the end of a palette
+            // Transparent pixels are much more likely to be found at the end of a palette.
             int index = -1;
-            int length = quantized.Palette.Length;
+            ReadOnlySpan<TPixel> paletteSpan = quantized.Palette.Span;
 
-            using (IMemoryOwner<Rgba32> rgbaBuffer = this.memoryAllocator.Allocate<Rgba32>(length))
+            using IMemoryOwner<Rgba32> rgbaOwner = quantized.Configuration.MemoryAllocator.Allocate<Rgba32>(paletteSpan.Length);
-            {
+            Span<Rgba32> rgbaSpan = rgbaOwner.GetSpan();
-                Span<Rgba32> rgbaSpan = rgbaBuffer.GetSpan();
+            PixelOperations<TPixel>.Instance.ToRgba32(quantized.Configuration, paletteSpan, rgbaSpan);
-                ref Rgba32 paletteRef = ref MemoryMarshal.GetReference(rgbaSpan);
+            ref Rgba32 rgbaSpanRef = ref MemoryMarshal.GetReference(rgbaSpan);
-                PixelOperations<TPixel>.Instance.ToRgba32(this.configuration, quantized.Palette.Span, rgbaSpan);
 
-                for (int i = quantized.Palette.Length - 1; i >= 0; i--)
+            for (int i = rgbaSpan.Length - 1; i >= 0; i--)
+            {
+                if (Unsafe.Add(ref rgbaSpanRef, i).Equals(default))
                 {
-                    if (Unsafe.Add(ref paletteRef, i).Equals(default))
+                    index = i;
-                    {
-                        index = i;
-                    }
                 }
             }
 
@@ -238,7 +242,7 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// </summary>
         /// <param name="stream">The stream to write to.</param>
         [MethodImpl(MethodImplOptions.AggressiveInlining)]
-        private void WriteHeader(Stream stream) => stream.Write(GifConstants.MagicNumber, 0, GifConstants.MagicNumber.Length);
+        private void WriteHeader(Stream stream) => stream.Write(GifConstants.MagicNumber);
 
         /// <summary>
         /// Writes the logical screen descriptor to the stream.
@@ -326,8 +330,9 @@ namespace SixLabors.ImageSharp.Formats.Gif
                 return;
             }
 
-            foreach (string comment in metadata.Comments)
+            for (var i = 0; i < metadata.Comments.Count; i++)
             {
+                string comment = metadata.Comments[i];
                 this.buffer[0] = GifConstants.ExtensionIntroducer;
                 this.buffer[1] = GifConstants.CommentLabel;
                 stream.Write(this.buffer, 0, 2);
@@ -335,7 +340,9 @@ namespace SixLabors.ImageSharp.Formats.Gif
                 // Comment will be stored in chunks of 255 bytes, if it exceeds this size.
                 ReadOnlySpan<char> commentSpan = comment.AsSpan();
                 int idx = 0;
-                for (; idx <= comment.Length - GifConstants.MaxCommentSubBlockLength; idx += GifConstants.MaxCommentSubBlockLength)
+                for (;
+                    idx <= comment.Length - GifConstants.MaxCommentSubBlockLength;
+                    idx += GifConstants.MaxCommentSubBlockLength)
                 {
                     WriteCommentSubBlock(stream, commentSpan, idx, GifConstants.MaxCommentSubBlockLength);
                 }
@@ -391,7 +398,8 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// </summary>
         /// <param name="extension">The extension to write to the stream.</param>
         /// <param name="stream">The stream to write to.</param>
-        public void WriteExtension(IGifExtension extension, Stream stream)
+        private void WriteExtension<TGifExtension>(TGifExtension extension, Stream stream)
+            where TGifExtension : struct, IGifExtension
         {
             this.buffer[0] = GifConstants.ExtensionIntroducer;
             this.buffer[1] = extension.Label;
@@ -437,37 +445,33 @@ namespace SixLabors.ImageSharp.Formats.Gif
         /// <typeparam name="TPixel">The pixel format.</typeparam>
         /// <param name="image">The <see cref="ImageFrame{TPixel}"/> to encode.</param>
         /// <param name="stream">The stream to write to.</param>
-        private void WriteColorTable<TPixel>(QuantizedFrame<TPixel> image, Stream stream)
+        private void WriteColorTable<TPixel>(IndexedImageFrame<TPixel> image, Stream stream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             // The maximum number of colors for the bit depth
-            int colorTableLength = ImageMaths.GetColorCountForBitDepth(this.bitDepth) * 3;
+            int colorTableLength = ImageMaths.GetColorCountForBitDepth(this.bitDepth) * Unsafe.SizeOf<Rgb24>();
-            int pixelCount = image.Palette.Length;
 
-            using (IManagedByteBuffer colorTable = this.memoryAllocator.AllocateManagedByteBuffer(colorTableLength))
+            using IManagedByteBuffer colorTable = this.memoryAllocator.AllocateManagedByteBuffer(colorTableLength, AllocationOptions.Clean);
-            {
+            PixelOperations<TPixel>.Instance.ToRgb24Bytes(
-                PixelOperations<TPixel>.Instance.ToRgb24Bytes(
+                this.configuration,
-                    this.configuration,
+                image.Palette.Span,
-                    image.Palette.Span,
+                colorTable.GetSpan(),
-                    colorTable.GetSpan(),
+                image.Palette.Length);
-                    pixelCount);
+
-                stream.Write(colorTable.Array, 0, colorTableLength);
+            stream.Write(colorTable.Array, 0, colorTableLength);
-            }
         }
 
         /// <summary>
         /// Writes the image pixel data to the stream.
         /// </summary>
         /// <typeparam name="TPixel">The pixel format.</typeparam>
-        /// <param name="image">The <see cref="QuantizedFrame{TPixel}"/> containing indexed pixels.</param>
+        /// <param name="image">The <see cref="IndexedImageFrame{TPixel}"/> containing indexed pixels.</param>
         /// <param name="stream">The stream to write to.</param>
-        private void WriteImageData<TPixel>(QuantizedFrame<TPixel> image, Stream stream)
+        private void WriteImageData<TPixel>(IndexedImageFrame<TPixel> image, Stream stream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            using (var encoder = new LzwEncoder(this.memoryAllocator, (byte)this.bitDepth))
+            using var encoder = new LzwEncoder(this.memoryAllocator, (byte)this.bitDepth);
-            {
+            encoder.Encode(image.GetPixelBufferSpan(), stream);
-                encoder.Encode(image.GetPixelSpan(), stream);
-            }
         }
     }
 }

src/ImageSharp/Formats/Gif/LzwEncoder.cs

@@ -274,7 +274,7 @@ namespace SixLabors.ImageSharp.Formats.Gif
 
             ent = this.NextPixel(indexedPixels);
 
-            // TODO: PERF: It looks likt hshift could be calculated once statically.
+            // TODO: PERF: It looks like hshift could be calculated once statically.
             hshift = 0;
             for (fcode = this.hsize; fcode < 65536; fcode *= 2)
             {

src/ImageSharp/Formats/Gif/Sections/GifNetscapeLoopingApplicationExtension.cs

@@ -29,7 +29,7 @@ namespace SixLabors.ImageSharp.Formats.Gif
             buffer[0] = GifConstants.ApplicationBlockSize;
 
             // Write NETSCAPE2.0
-            GifConstants.NetscapeApplicationIdentificationBytes.AsSpan().CopyTo(buffer.Slice(1, 11));
+            GifConstants.NetscapeApplicationIdentificationBytes.CopyTo(buffer.Slice(1, 11));
 
             // Application Data ----
             buffer[12] = 3; // Application block length (always 3)

src/ImageSharp/Formats/Jpeg/Components/Decoder/ProfileResolver.cs

@@ -1,8 +1,7 @@
-// Copyright (c) Six Labors and contributors.
+// Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
 using System;
-using System.Text;
 
 namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Decoder
 {
@@ -12,24 +11,38 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Decoder
     internal static class ProfileResolver
     {
         /// <summary>
-        /// Describes the JFIF specific markers.
+        /// Gets the JFIF specific markers.
         /// </summary>
-        public static readonly byte[] JFifMarker = Encoding.ASCII.GetBytes("JFIF\0");
+        public static ReadOnlySpan<byte> JFifMarker => new[]
+        {
+            (byte)'J', (byte)'F', (byte)'I', (byte)'F', (byte)'\0'
+        };
 
         /// <summary>
-        /// Describes the ICC specific markers.
+        /// Gets the ICC specific markers.
         /// </summary>
-        public static readonly byte[] IccMarker = Encoding.ASCII.GetBytes("ICC_PROFILE\0");
+        public static ReadOnlySpan<byte> IccMarker => new[]
+        {
+            (byte)'I', (byte)'C', (byte)'C', (byte)'_',
+            (byte)'P', (byte)'R', (byte)'O', (byte)'F',
+            (byte)'I', (byte)'L', (byte)'E', (byte)'\0'
+        };
 
         /// <summary>
-        /// Describes the EXIF specific markers.
+        /// Gets the EXIF specific markers.
         /// </summary>
-        public static readonly byte[] ExifMarker = Encoding.ASCII.GetBytes("Exif\0\0");
+        public static ReadOnlySpan<byte> ExifMarker => new[]
+        {
+            (byte)'E', (byte)'x', (byte)'i', (byte)'f', (byte)'\0', (byte)'\0'
+        };
 
         /// <summary>
-        /// Describes Adobe specific markers <see href="http://www.sno.phy.queensu.ca/~phil/exiftool/TagNames/JPEG.html#Adobe"/>.
+        /// Gets the Adobe specific markers <see href="http://www.sno.phy.queensu.ca/~phil/exiftool/TagNames/JPEG.html#Adobe"/>.
         /// </summary>
-        public static readonly byte[] AdobeMarker = Encoding.ASCII.GetBytes("Adobe");
+        public static ReadOnlySpan<byte> AdobeMarker => new[]
+        {
+            (byte)'A', (byte)'d', (byte)'o', (byte)'b', (byte)'e'
+        };
 
         /// <summary>
         /// Returns a value indicating whether the passed bytes are a match to the profile identifier.
@@ -43,4 +56,4 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components.Decoder
                    && bytesToCheck.Slice(0, profileIdentifier.Length).SequenceEqual(profileIdentifier);
         }
     }
-}
+}

src/ImageSharp/Formats/Jpeg/Components/ZigZag.cs

@@ -34,12 +34,11 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components
         public fixed byte Data[Size];
 
         /// <summary>
-        /// Unzig maps from the zigzag ordering to the natural ordering. For example,
+        /// Gets the unzigs map, which maps from the zigzag ordering to the natural ordering.
-        /// unzig[3] is the column and row of the fourth element in zigzag order. The
+        /// For example, unzig[3] is the column and row of the fourth element in zigzag order.
-        /// value is 16, which means first column (16%8 == 0) and third row (16/8 == 2).
+        /// The value is 16, which means first column (16%8 == 0) and third row (16/8 == 2).
         /// </summary>
-        private static readonly byte[] Unzig =
+        private static ReadOnlySpan<byte> Unzig => new byte[]
-        new byte[Size]
         {
             0,  1,  8, 16,  9,  2,  3, 10,
             17, 24, 32, 25, 18, 11,  4,  5,
@@ -75,8 +74,11 @@ namespace SixLabors.ImageSharp.Formats.Jpeg.Components
         public static ZigZag CreateUnzigTable()
         {
             ZigZag result = default;
-            byte* unzigPtr = result.Data;
+            ref byte sourceRef = ref MemoryMarshal.GetReference(Unzig);
-            Marshal.Copy(Unzig, 0, (IntPtr)unzigPtr, Size);
+            ref byte destinationRef = ref Unsafe.AsRef<byte>(result.Data);
+
+            Unzig.CopyTo(new Span<byte>(result.Data, Size));
+
             return result;
         }
 

src/ImageSharp/Formats/Png/PngConstants.cs

@@ -1,6 +1,7 @@
 // Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
+using System;
 using System.Collections.Generic;
 using System.Text;
 
@@ -36,21 +37,6 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// </summary>
         public static readonly IEnumerable<string> FileExtensions = new[] { "png" };
 
-        /// <summary>
-        /// The header bytes identifying a Png.
-        /// </summary>
-        public static readonly byte[] HeaderBytes =
-        {
-             0x89, // Set the high bit.
-             0x50, // P
-             0x4E, // N
-             0x47, // G
-             0x0D, // Line ending CRLF
-             0x0A, // Line ending CRLF
-             0x1A, // EOF
-             0x0A // LF
-        };
-
         /// <summary>
         /// The header bytes as a big-endian coded ulong.
         /// </summary>
@@ -77,5 +63,20 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// The minimum length of a keyword in a text chunk is 1 byte.
         /// </summary>
         public const int MinTextKeywordLength = 1;
+
+        /// <summary>
+        /// Gets the header bytes identifying a Png.
+        /// </summary>
+        public static ReadOnlySpan<byte> HeaderBytes => new byte[]
+        {
+            0x89, // Set the high bit.
+            0x50, // P
+            0x4E, // N
+            0x47, // G
+            0x0D, // Line ending CRLF
+            0x0A, // Line ending CRLF
+            0x1A, // EOF
+            0x0A // LF
+        };
     }
 }

src/ImageSharp/Formats/Png/PngEncoderCore.cs

@@ -146,10 +146,10 @@ namespace SixLabors.ImageSharp.Formats.Png
             ImageMetadata metadata = image.Metadata;
             PngMetadata pngMetadata = metadata.GetPngMetadata();
             PngEncoderOptionsHelpers.AdjustOptions<TPixel>(this.options, pngMetadata, out this.use16Bit, out this.bytesPerPixel);
-            QuantizedFrame<TPixel> quantized = PngEncoderOptionsHelpers.CreateQuantizedFrame(this.options, image);
+            IndexedImageFrame<TPixel> quantized = PngEncoderOptionsHelpers.CreateQuantizedFrame(this.options, image);
             this.bitDepth = PngEncoderOptionsHelpers.CalculateBitDepth(this.options, image, quantized);
 
-            stream.Write(PngConstants.HeaderBytes, 0, PngConstants.HeaderBytes.Length);
+            stream.Write(PngConstants.HeaderBytes);
 
             this.WriteHeaderChunk(stream);
             this.WritePaletteChunk(stream, quantized);
@@ -371,7 +371,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <param name="rowSpan">The row span.</param>
         /// <param name="quantized">The quantized pixels. Can be null.</param>
         /// <param name="row">The row.</param>
-        private void CollectPixelBytes<TPixel>(ReadOnlySpan<TPixel> rowSpan, QuantizedFrame<TPixel> quantized, int row)
+        private void CollectPixelBytes<TPixel>(ReadOnlySpan<TPixel> rowSpan, IndexedImageFrame<TPixel> quantized, int row)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             switch (this.options.ColorType)
@@ -380,12 +380,11 @@ namespace SixLabors.ImageSharp.Formats.Png
 
                     if (this.bitDepth < 8)
                     {
-                        PngEncoderHelpers.ScaleDownFrom8BitArray(quantized.GetRowSpan(row), this.currentScanline.GetSpan(), this.bitDepth);
+                        PngEncoderHelpers.ScaleDownFrom8BitArray(quantized.GetPixelRowSpan(row), this.currentScanline.GetSpan(), this.bitDepth);
                     }
                     else
                     {
-                        int stride = this.currentScanline.Length();
+                        quantized.GetPixelRowSpan(row).CopyTo(this.currentScanline.GetSpan());
-                        quantized.GetPixelSpan().Slice(row * stride, stride).CopyTo(this.currentScanline.GetSpan());
                     }
 
                     break;
@@ -440,7 +439,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <param name="quantized">The quantized pixels. Can be null.</param>
         /// <param name="row">The row.</param>
         /// <returns>The <see cref="IManagedByteBuffer"/></returns>
-        private IManagedByteBuffer EncodePixelRow<TPixel>(ReadOnlySpan<TPixel> rowSpan, QuantizedFrame<TPixel> quantized, int row)
+        private IManagedByteBuffer EncodePixelRow<TPixel>(ReadOnlySpan<TPixel> rowSpan, IndexedImageFrame<TPixel> quantized, int row)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             this.CollectPixelBytes(rowSpan, quantized, row);
@@ -546,59 +545,54 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <typeparam name="TPixel">The pixel format.</typeparam>
         /// <param name="stream">The <see cref="Stream"/> containing image data.</param>
         /// <param name="quantized">The quantized frame.</param>
-        private void WritePaletteChunk<TPixel>(Stream stream, QuantizedFrame<TPixel> quantized)
+        private void WritePaletteChunk<TPixel>(Stream stream, IndexedImageFrame<TPixel> quantized)
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            if (quantized == null)
+            if (quantized is null)
             {
                 return;
             }
 
             // Grab the palette and write it to the stream.
             ReadOnlySpan<TPixel> palette = quantized.Palette.Span;
-            int paletteLength = Math.Min(palette.Length, 256);
+            int paletteLength = palette.Length;
-            int colorTableLength = paletteLength * 3;
+            int colorTableLength = paletteLength * Unsafe.SizeOf<Rgb24>();
-            bool anyAlpha = false;
+            bool hasAlpha = false;
 
-            using (IManagedByteBuffer colorTable = this.memoryAllocator.AllocateManagedByteBuffer(colorTableLength))
+            using IManagedByteBuffer colorTable = this.memoryAllocator.AllocateManagedByteBuffer(colorTableLength);
-            using (IManagedByteBuffer alphaTable = this.memoryAllocator.AllocateManagedByteBuffer(paletteLength))
+            using IManagedByteBuffer alphaTable = this.memoryAllocator.AllocateManagedByteBuffer(paletteLength);
-            {
-                ref byte colorTableRef = ref MemoryMarshal.GetReference(colorTable.GetSpan());
-                ref byte alphaTableRef = ref MemoryMarshal.GetReference(alphaTable.GetSpan());
-                ReadOnlySpan<byte> quantizedSpan = quantized.GetPixelSpan();
-
-                Rgba32 rgba = default;
-
-                for (int i = 0; i < paletteLength; i++)
-                {
-                    if (quantizedSpan.IndexOf((byte)i) > -1)
-                    {
-                        int offset = i * 3;
-                        palette[i].ToRgba32(ref rgba);
 
-                        byte alpha = rgba.A;
+            ref Rgb24 colorTableRef = ref MemoryMarshal.GetReference(MemoryMarshal.Cast<byte, Rgb24>(colorTable.GetSpan()));
+            ref byte alphaTableRef = ref MemoryMarshal.GetReference(alphaTable.GetSpan());
 
-                        Unsafe.Add(ref colorTableRef, offset) = rgba.R;
+            // Bulk convert our palette to RGBA to allow assignment to tables.
-                        Unsafe.Add(ref colorTableRef, offset + 1) = rgba.G;
+            using IMemoryOwner<Rgba32> rgbaOwner = quantized.Configuration.MemoryAllocator.Allocate<Rgba32>(paletteLength);
-                        Unsafe.Add(ref colorTableRef, offset + 2) = rgba.B;
+            Span<Rgba32> rgbaPaletteSpan = rgbaOwner.GetSpan();
+            PixelOperations<TPixel>.Instance.ToRgba32(quantized.Configuration, quantized.Palette.Span, rgbaPaletteSpan);
+            ref Rgba32 rgbaPaletteRef = ref MemoryMarshal.GetReference(rgbaPaletteSpan);
 
-                        if (alpha > this.options.Threshold)
+            // Loop, assign, and extract alpha values from the palette.
-                        {
+            for (int i = 0; i < paletteLength; i++)
-                            alpha = byte.MaxValue;
+            {
-                        }
+                Rgba32 rgba = Unsafe.Add(ref rgbaPaletteRef, i);
+                byte alpha = rgba.A;
 
-                        anyAlpha = anyAlpha || alpha < byte.MaxValue;
+                Unsafe.Add(ref colorTableRef, i) = rgba.Rgb;
-                        Unsafe.Add(ref alphaTableRef, i) = alpha;
+                if (alpha > this.options.Threshold)
-                    }
+                {
+                    alpha = byte.MaxValue;
                 }
 
-                this.WriteChunk(stream, PngChunkType.Palette, colorTable.Array, 0, colorTableLength);
+                hasAlpha = hasAlpha || alpha < byte.MaxValue;
+                Unsafe.Add(ref alphaTableRef, i) = alpha;
+            }
 
-                // Write the transparency data
+            this.WriteChunk(stream, PngChunkType.Palette, colorTable.Array, 0, colorTableLength);
-                if (anyAlpha)
+
-                {
+            // Write the transparency data
-                    this.WriteChunk(stream, PngChunkType.Transparency, alphaTable.Array, 0, paletteLength);
+            if (hasAlpha)
-                }
+            {
+                this.WriteChunk(stream, PngChunkType.Transparency, alphaTable.Array, 0, paletteLength);
             }
         }
 
@@ -783,7 +777,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <param name="pixels">The image.</param>
         /// <param name="quantized">The quantized pixel data. Can be null.</param>
         /// <param name="stream">The stream.</param>
-        private void WriteDataChunks<TPixel>(ImageFrame<TPixel> pixels, QuantizedFrame<TPixel> quantized, Stream stream)
+        private void WriteDataChunks<TPixel>(ImageFrame<TPixel> pixels, IndexedImageFrame<TPixel> quantized, Stream stream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             byte[] buffer;
@@ -881,7 +875,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <param name="pixels">The pixels.</param>
         /// <param name="quantized">The quantized pixels span.</param>
         /// <param name="deflateStream">The deflate stream.</param>
-        private void EncodePixels<TPixel>(ImageFrame<TPixel> pixels, QuantizedFrame<TPixel> quantized, ZlibDeflateStream deflateStream)
+        private void EncodePixels<TPixel>(ImageFrame<TPixel> pixels, IndexedImageFrame<TPixel> quantized, ZlibDeflateStream deflateStream)
         where TPixel : unmanaged, IPixel<TPixel>
         {
             int bytesPerScanline = this.CalculateScanlineLength(this.width);
@@ -960,7 +954,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <typeparam name="TPixel">The type of the pixel.</typeparam>
         /// <param name="quantized">The quantized.</param>
         /// <param name="deflateStream">The deflate stream.</param>
-        private void EncodeAdam7IndexedPixels<TPixel>(QuantizedFrame<TPixel> quantized, ZlibDeflateStream deflateStream)
+        private void EncodeAdam7IndexedPixels<TPixel>(IndexedImageFrame<TPixel> quantized, ZlibDeflateStream deflateStream)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             int width = quantized.Width;
@@ -987,7 +981,7 @@ namespace SixLabors.ImageSharp.Formats.Png
                         row += Adam7.RowIncrement[pass])
                     {
                         // collect data
-                        ReadOnlySpan<byte> srcRow = quantized.GetRowSpan(row);
+                        ReadOnlySpan<byte> srcRow = quantized.GetPixelRowSpan(row);
                         for (int col = startCol, i = 0;
                             col < width;
                             col += Adam7.ColumnIncrement[pass])

src/ImageSharp/Formats/Png/PngEncoderOptionsHelpers.cs

@@ -53,7 +53,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         /// <typeparam name="TPixel">The type of the pixel.</typeparam>
         /// <param name="options">The options.</param>
         /// <param name="image">The image.</param>
-        public static QuantizedFrame<TPixel> CreateQuantizedFrame<TPixel>(
+        public static IndexedImageFrame<TPixel> CreateQuantizedFrame<TPixel>(
             PngEncoderOptions options,
             Image<TPixel> image)
             where TPixel : unmanaged, IPixel<TPixel>
@@ -94,7 +94,7 @@ namespace SixLabors.ImageSharp.Formats.Png
         public static byte CalculateBitDepth<TPixel>(
             PngEncoderOptions options,
             Image<TPixel> image,
-            QuantizedFrame<TPixel> quantizedFrame)
+            IndexedImageFrame<TPixel> quantizedFrame)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             byte bitDepth;

src/ImageSharp/Formats/Png/Zlib/DeflaterHuffman.cs

@@ -36,12 +36,6 @@ namespace SixLabors.ImageSharp.Formats.Png.Zlib
 
         private const int EofSymbol = 256;
 
-        // The lengths of the bit length codes are sent in order of decreasing
-        // probability, to avoid transmitting the lengths for unused bit length codes.
-        private static readonly int[] BitLengthOrder = { 16, 17, 18, 0, 8, 7, 9, 6, 10, 5, 11, 4, 12, 3, 13, 2, 14, 1, 15 };
-
-        private static readonly byte[] Bit4Reverse = { 0, 8, 4, 12, 2, 10, 6, 14, 1, 9, 5, 13, 3, 11, 7, 15 };
-
         private static readonly short[] StaticLCodes;
         private static readonly byte[] StaticLLength;
         private static readonly short[] StaticDCodes;
@@ -128,6 +122,13 @@ namespace SixLabors.ImageSharp.Formats.Png.Zlib
             this.pinnedLiteralBuffer = (short*)this.literalBufferHandle.Pointer;
         }
 
+        /// <summary>
+        /// Gets the lengths of the bit length codes are sent in order of decreasing probability, to avoid transmitting the lengths for unused bit length codes.
+        /// </summary>
+        private static ReadOnlySpan<byte> BitLengthOrder => new byte[] { 16, 17, 18, 0, 8, 7, 9, 6, 10, 5, 11, 4, 12, 3, 13, 2, 14, 1, 15 };
+
+        private static ReadOnlySpan<byte> Bit4Reverse => new byte[] { 0, 8, 4, 12, 2, 10, 6, 14, 1, 9, 5, 13, 3, 11, 7, 15 };
+
         /// <summary>
         /// Gets the pending buffer to use.
         /// </summary>
@@ -158,6 +159,7 @@ namespace SixLabors.ImageSharp.Formats.Png.Zlib
             this.Pending.WriteBits(this.literalTree.NumCodes - 257, 5);
             this.Pending.WriteBits(this.distTree.NumCodes - 1, 5);
             this.Pending.WriteBits(blTreeCodes - 4, 4);
+
             for (int rank = 0; rank < blTreeCodes; rank++)
             {
                 this.Pending.WriteBits(this.blTree.Length[BitLengthOrder[rank]], 3);
@@ -250,6 +252,7 @@ namespace SixLabors.ImageSharp.Formats.Png.Zlib
             this.blTree.BuildTree();
 
             int blTreeCodes = 4;
+
             for (int i = 18; i > blTreeCodes; i--)
             {
                 if (this.blTree.Length[BitLengthOrder[i]] > 0)
@@ -363,10 +366,30 @@ namespace SixLabors.ImageSharp.Formats.Png.Zlib
         [MethodImpl(InliningOptions.ShortMethod)]
         public static short BitReverse(int toReverse)
         {
-            return (short)(Bit4Reverse[toReverse & 0xF] << 12
+            /* Use unsafe offsetting and manually validate the input index to reduce the
-                           | Bit4Reverse[(toReverse >> 4) & 0xF] << 8
+             * total number of conditional branches. There are two main cases to test here:
-                           | Bit4Reverse[(toReverse >> 8) & 0xF] << 4
+             *   1. In the first 3, the input value (or some combination of it) is combined
-                           | Bit4Reverse[toReverse >> 12]);
+             *      with & 0xF, which results in a maximum value of 0xF no matter what the
+             *      input value was. That is 15, which is always in range for the target span.
+             *      As a result, no input validation is needed at all in this case.
+             *   2. There are two cases where the input value might cause an invalid access:
+             *      when it is either negative, or greater than 15 << 12. We can test both
+             *      conditions in a single pass by casting the input value to uint and right
+             *      shifting it by 12, which also preserves the sign. If it is a negative
+             *      value (2-complement), the test will fail as the uint cast will result
+             *      in a much larger value. If the value was simply too high, the test will
+             *      fail as expected. We can't simply check whether the value is lower than
+             *      15 << 12, because higher values are acceptable in the first 3 accesses.
+             * Doing this reduces the total number of index checks from 4 down to just 1. */
+            int toReverseRightShiftBy12 = toReverse >> 12;
+            Guard.MustBeLessThanOrEqualTo<uint>((uint)toReverseRightShiftBy12, 15, nameof(toReverse));
+
+            ref byte bit4ReverseRef = ref MemoryMarshal.GetReference(Bit4Reverse);
+
+            return (short)(Unsafe.Add(ref bit4ReverseRef, toReverse & 0xF) << 12
+                           | Unsafe.Add(ref bit4ReverseRef, (toReverse >> 4) & 0xF) << 8
+                           | Unsafe.Add(ref bit4ReverseRef, (toReverse >> 8) & 0xF) << 4
+                           | Unsafe.Add(ref bit4ReverseRef, toReverseRightShiftBy12));
         }
 
         /// <inheritdoc/>

src/ImageSharp/ImageFrame{TPixel}.cs

@@ -277,7 +277,7 @@ namespace SixLabors.ImageSharp
             var target = new ImageFrame<TPixel2>(configuration, this.Width, this.Height, this.Metadata.DeepClone());
             var operation = new RowIntervalOperation<TPixel2>(this, target, configuration);
 
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 configuration,
                 this.Bounds(),
                 in operation);

src/ImageSharp/ImageSharp.csproj

@@ -36,7 +36,7 @@
     <PackageReference Include="System.ValueTuple" />
   </ItemGroup>
 
-  <ItemGroup>
+  <ItemGroup>  
     <Compile Update="Formats\Jpeg\Components\Block8x8F.Generated.cs">
       <DesignTime>True</DesignTime>
       <AutoGen>True</AutoGen>
@@ -209,5 +209,4 @@
   </ItemGroup>
 
   <Import Project="..\..\shared-infrastructure\src\SharedInfrastructure\SharedInfrastructure.projitems" Label="Shared" />
-
 </Project>

src/ImageSharp/Memory/Allocators/ArrayPoolMemoryAllocator.Buffer{T}.cs

@@ -49,7 +49,7 @@ namespace SixLabors.ImageSharp.Memory
             /// <inheritdoc />
             public override Span<T> GetSpan()
             {
-                if (this.Data == null)
+                if (this.Data is null)
                 {
                     ThrowObjectDisposedException();
                 }

src/ImageSharp/Memory/DiscontiguousBuffers/IMemoryGroup{T}.cs

@@ -18,12 +18,12 @@ namespace SixLabors.ImageSharp.Memory
         /// Gets the number of elements per contiguous sub-buffer preceding the last buffer.
         /// The last buffer is allowed to be smaller.
         /// </summary>
-        public int BufferLength { get; }
+        int BufferLength { get; }
 
         /// <summary>
         /// Gets the aggregate number of elements in the group.
         /// </summary>
-        public long TotalLength { get; }
+        long TotalLength { get; }
 
         /// <summary>
         /// Gets a value indicating whether the group has been invalidated.

src/ImageSharp/Metadata/Profiles/Exif/ExifConstants.cs

@@ -1,11 +1,13 @@
-// Copyright (c) Six Labors and contributors.
+// Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
+using System;
+
 namespace SixLabors.ImageSharp.Metadata.Profiles.Exif
 {
     internal static class ExifConstants
     {
-        public static readonly byte[] LittleEndianByteOrderMarker =
+        public static ReadOnlySpan<byte> LittleEndianByteOrderMarker => new byte[]
         {
             (byte)'I',
             (byte)'I',
@@ -13,7 +15,7 @@ namespace SixLabors.ImageSharp.Metadata.Profiles.Exif
             0x00,
         };
 
-        public static readonly byte[] BigEndianByteOrderMarker =
+        public static ReadOnlySpan<byte> BigEndianByteOrderMarker => new byte[]
         {
             (byte)'M',
             (byte)'M',
@@ -21,4 +23,4 @@ namespace SixLabors.ImageSharp.Metadata.Profiles.Exif
             0x2A
         };
     }
-}
+}

src/ImageSharp/Metadata/Profiles/Exif/ExifWriter.cs

@@ -77,7 +77,7 @@ namespace SixLabors.ImageSharp.Metadata.Profiles.Exif
             int i = 0;
 
             // The byte order marker for little-endian, followed by the number 42 and a 0
-            ExifConstants.LittleEndianByteOrderMarker.AsSpan().CopyTo(result.AsSpan(start: i));
+            ExifConstants.LittleEndianByteOrderMarker.CopyTo(result.AsSpan(start: i));
             i += ExifConstants.LittleEndianByteOrderMarker.Length;
 
             uint ifdOffset = ((uint)i - startIndex) + 4U;

src/ImageSharp/PixelFormats/PixelBlenders/PorterDuffFunctions.Generated.cs

@@ -13,7 +13,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
 
 
 
-
         /// <summary>
         /// Returns the result of the "NormalSrc" compositing equation.
         /// </summary>
@@ -419,7 +418,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "MultiplySrc" compositing equation.
         /// </summary>
@@ -825,7 +823,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "AddSrc" compositing equation.
         /// </summary>
@@ -1231,7 +1228,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "SubtractSrc" compositing equation.
         /// </summary>
@@ -1637,7 +1633,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "ScreenSrc" compositing equation.
         /// </summary>
@@ -2043,7 +2038,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "DarkenSrc" compositing equation.
         /// </summary>
@@ -2449,7 +2443,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "LightenSrc" compositing equation.
         /// </summary>
@@ -2855,7 +2848,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "OverlaySrc" compositing equation.
         /// </summary>
@@ -3261,7 +3253,6 @@ namespace SixLabors.ImageSharp.PixelFormats.PixelBlenders
             return dest;
         }
 
-
         /// <summary>
         /// Returns the result of the "HardLightSrc" compositing equation.
         /// </summary>

src/ImageSharp/Processing/Extensions/Filters/FilterExtensions.cs

@@ -12,7 +12,7 @@ namespace SixLabors.ImageSharp.Processing
     public static class FilterExtensions
     {
         /// <summary>
-        /// Filters an image but the given color matrix
+        /// Filters an image by the given color matrix
         /// </summary>
         /// <param name="source">The image this method extends.</param>
         /// <param name="matrix">The filter color matrix</param>
@@ -21,7 +21,7 @@ namespace SixLabors.ImageSharp.Processing
             => source.ApplyProcessor(new FilterProcessor(matrix));
 
         /// <summary>
-        /// Filters an image but the given color matrix
+        /// Filters an image by the given color matrix
         /// </summary>
         /// <param name="source">The image this method extends.</param>
         /// <param name="matrix">The filter color matrix</param>
@@ -32,4 +32,4 @@ namespace SixLabors.ImageSharp.Processing
         public static IImageProcessingContext Filter(this IImageProcessingContext source, ColorMatrix matrix, Rectangle rectangle)
             => source.ApplyProcessor(new FilterProcessor(matrix), rectangle);
     }
-}
+}

src/ImageSharp/Processing/Processors/Binarization/BinaryThresholdProcessor{TPixel}.cs

@@ -3,8 +3,8 @@
 
 using System;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.Advanced;
-using SixLabors.ImageSharp.Memory;
 using SixLabors.ImageSharp.PixelFormats;
 
 namespace SixLabors.ImageSharp.Processing.Processors.Binarization
@@ -44,7 +44,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Binarization
             var interest = Rectangle.Intersect(sourceRectangle, source.Bounds());
             bool isAlphaOnly = typeof(TPixel) == typeof(A8);
 
-            var operation = new RowIntervalOperation(interest, source, upper, lower, threshold, isAlphaOnly);
+            var operation = new RowOperation(interest, source, upper, lower, threshold, isAlphaOnly);
             ParallelRowIterator.IterateRows(
                 configuration,
                 interest,
@@ -54,7 +54,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Binarization
         /// <summary>
         /// A <see langword="struct"/> implementing the clone logic for <see cref="BinaryThresholdProcessor{TPixel}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly ImageFrame<TPixel> source;
             private readonly TPixel upper;
@@ -65,7 +65,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Binarization
             private readonly bool isAlphaOnly;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Rectangle bounds,
                 ImageFrame<TPixel> source,
                 TPixel upper,
@@ -84,22 +84,20 @@ namespace SixLabors.ImageSharp.Processing.Processors.Binarization
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
                 Rgba32 rgba = default;
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> row = this.source.GetPixelRowSpan(y);
-                {
+                ref TPixel rowRef = ref MemoryMarshal.GetReference(row);
-                    Span<TPixel> row = this.source.GetPixelRowSpan(y);
 
-                    for (int x = this.minX; x < this.maxX; x++)
+                for (int x = this.minX; x < this.maxX; x++)
-                    {
+                {
-                        ref TPixel color = ref row[x];
+                    ref TPixel color = ref Unsafe.Add(ref rowRef, x);
-                        color.ToRgba32(ref rgba);
+                    color.ToRgba32(ref rgba);
 
-                        // Convert to grayscale using ITU-R Recommendation BT.709 if required
+                    // Convert to grayscale using ITU-R Recommendation BT.709 if required
-                        byte luminance = this.isAlphaOnly ? rgba.A : ImageMaths.Get8BitBT709Luminance(rgba.R, rgba.G, rgba.B);
+                    byte luminance = this.isAlphaOnly ? rgba.A : ImageMaths.Get8BitBT709Luminance(rgba.R, rgba.G, rgba.B);
-                        color = luminance >= this.threshold ? this.upper : this.lower;
+                    color = luminance >= this.threshold ? this.upper : this.lower;
-                    }
                 }
             }
         }

src/ImageSharp/Processing/Processors/Convolution/BokehBlurProcessor{TPixel}.cs

@@ -72,8 +72,8 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         protected override void OnFrameApply(ImageFrame<TPixel> source)
         {
             // Preliminary gamma highlight pass
-            var gammaOperation = new ApplyGammaExposureRowIntervalOperation(this.SourceRectangle, source.PixelBuffer, this.Configuration, this.gamma);
+            var gammaOperation = new ApplyGammaExposureRowOperation(this.SourceRectangle, source.PixelBuffer, this.Configuration, this.gamma);
-            ParallelRowIterator.IterateRows<ApplyGammaExposureRowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<ApplyGammaExposureRowOperation, Vector4>(
                 this.Configuration,
                 this.SourceRectangle,
                 in gammaOperation);
@@ -87,7 +87,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             float inverseGamma = 1 / this.gamma;
 
             // Apply the inverse gamma exposure pass, and write the final pixel data
-            var operation = new ApplyInverseGammaExposureRowIntervalOperation(this.SourceRectangle, source.PixelBuffer, processingBuffer, this.Configuration, inverseGamma);
+            var operation = new ApplyInverseGammaExposureRowOperation(this.SourceRectangle, source.PixelBuffer, processingBuffer, this.Configuration, inverseGamma);
             ParallelRowIterator.IterateRows(
                 this.Configuration,
                 this.SourceRectangle,
@@ -120,14 +120,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
                 Vector4 parameters = Unsafe.Add(ref paramsRef, i);
 
                 // Compute the vertical 1D convolution
-                var verticalOperation = new ApplyVerticalConvolutionRowIntervalOperation(sourceRectangle, firstPassBuffer, source.PixelBuffer, kernel);
+                var verticalOperation = new ApplyVerticalConvolutionRowOperation(sourceRectangle, firstPassBuffer, source.PixelBuffer, kernel);
                 ParallelRowIterator.IterateRows(
                     configuration,
                     sourceRectangle,
                     in verticalOperation);
 
                 // Compute the horizontal 1D convolutions and accumulate the partial results on the target buffer
-                var horizontalOperation = new ApplyHorizontalConvolutionRowIntervalOperation(sourceRectangle, processingBuffer, firstPassBuffer, kernel, parameters.Z, parameters.W);
+                var horizontalOperation = new ApplyHorizontalConvolutionRowOperation(sourceRectangle, processingBuffer, firstPassBuffer, kernel, parameters.Z, parameters.W);
                 ParallelRowIterator.IterateRows(
                     configuration,
                     sourceRectangle,
@@ -138,7 +138,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the vertical convolution logic for <see cref="BokehBlurProcessor{T}"/>.
         /// </summary>
-        private readonly struct ApplyVerticalConvolutionRowIntervalOperation : IRowIntervalOperation
+        private readonly struct ApplyVerticalConvolutionRowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly Buffer2D<ComplexVector4> targetValues;
@@ -148,7 +148,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly int maxX;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public ApplyVerticalConvolutionRowIntervalOperation(
+            public ApplyVerticalConvolutionRowOperation(
                 Rectangle bounds,
                 Buffer2D<ComplexVector4> targetValues,
                 Buffer2D<TPixel> sourcePixels,
@@ -164,16 +164,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<ComplexVector4> targetRowSpan = this.targetValues.GetRowSpan(y).Slice(this.bounds.X);
-                {
-                    Span<ComplexVector4> targetRowSpan = this.targetValues.GetRowSpan(y).Slice(this.bounds.X);
 
-                    for (int x = 0; x < this.bounds.Width; x++)
+                for (int x = 0; x < this.bounds.Width; x++)
-                    {
+                {
-                        Buffer2DUtils.Convolve4(this.kernel, this.sourcePixels, targetRowSpan, y, x, this.bounds.Y, this.maxY, this.bounds.X, this.maxX);
+                    Buffer2DUtils.Convolve4(this.kernel, this.sourcePixels, targetRowSpan, y, x, this.bounds.Y, this.maxY, this.bounds.X, this.maxX);
-                    }
                 }
             }
         }
@@ -181,7 +178,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the horizontal convolution logic for <see cref="BokehBlurProcessor{T}"/>.
         /// </summary>
-        private readonly struct ApplyHorizontalConvolutionRowIntervalOperation : IRowIntervalOperation
+        private readonly struct ApplyHorizontalConvolutionRowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly Buffer2D<Vector4> targetValues;
@@ -193,7 +190,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly int maxX;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public ApplyHorizontalConvolutionRowIntervalOperation(
+            public ApplyHorizontalConvolutionRowOperation(
                 Rectangle bounds,
                 Buffer2D<Vector4> targetValues,
                 Buffer2D<ComplexVector4> sourceValues,
@@ -213,16 +210,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<Vector4> targetRowSpan = this.targetValues.GetRowSpan(y).Slice(this.bounds.X);
-                {
-                    Span<Vector4> targetRowSpan = this.targetValues.GetRowSpan(y).Slice(this.bounds.X);
 
-                    for (int x = 0; x < this.bounds.Width; x++)
+                for (int x = 0; x < this.bounds.Width; x++)
-                    {
+                {
-                        Buffer2DUtils.Convolve4AndAccumulatePartials(this.kernel, this.sourceValues, targetRowSpan, y, x, this.bounds.Y, this.maxY, this.bounds.X, this.maxX, this.z, this.w);
+                    Buffer2DUtils.Convolve4AndAccumulatePartials(this.kernel, this.sourceValues, targetRowSpan, y, x, this.bounds.Y, this.maxY, this.bounds.X, this.maxX, this.z, this.w);
-                    }
                 }
             }
         }
@@ -230,7 +224,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the gamma exposure logic for <see cref="BokehBlurProcessor{T}"/>.
         /// </summary>
-        private readonly struct ApplyGammaExposureRowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct ApplyGammaExposureRowOperation : IRowOperation<Vector4>
         {
             private readonly Rectangle bounds;
             private readonly Buffer2D<TPixel> targetPixels;
@@ -238,7 +232,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly float gamma;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public ApplyGammaExposureRowIntervalOperation(
+            public ApplyGammaExposureRowOperation(
                 Rectangle bounds,
                 Buffer2D<TPixel> targetPixels,
                 Configuration configuration,
@@ -252,31 +246,28 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span, PixelConversionModifiers.Premultiply);
+                ref Vector4 baseRef = ref MemoryMarshal.GetReference(span);
+
+                for (int x = 0; x < this.bounds.Width; x++)
                 {
-                    Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                    ref Vector4 v = ref Unsafe.Add(ref baseRef, x);
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span, PixelConversionModifiers.Premultiply);
+                    v.X = MathF.Pow(v.X, this.gamma);
-                    ref Vector4 baseRef = ref MemoryMarshal.GetReference(span);
+                    v.Y = MathF.Pow(v.Y, this.gamma);
-
+                    v.Z = MathF.Pow(v.Z, this.gamma);
-                    for (int x = 0; x < this.bounds.Width; x++)
-                    {
-                        ref Vector4 v = ref Unsafe.Add(ref baseRef, x);
-                        v.X = MathF.Pow(v.X, this.gamma);
-                        v.Y = MathF.Pow(v.Y, this.gamma);
-                        v.Z = MathF.Pow(v.Z, this.gamma);
-                    }
-
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
             }
         }
 
         /// <summary>
         /// A <see langword="struct"/> implementing the inverse gamma exposure logic for <see cref="BokehBlurProcessor{T}"/>.
         /// </summary>
-        private readonly struct ApplyInverseGammaExposureRowIntervalOperation : IRowIntervalOperation
+        private readonly struct ApplyInverseGammaExposureRowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly Buffer2D<TPixel> targetPixels;
@@ -285,7 +276,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly float inverseGamma;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public ApplyInverseGammaExposureRowIntervalOperation(
+            public ApplyInverseGammaExposureRowOperation(
                 Rectangle bounds,
                 Buffer2D<TPixel> targetPixels,
                 Buffer2D<Vector4> sourceValues,
@@ -301,28 +292,25 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
                 Vector4 low = Vector4.Zero;
                 var high = new Vector4(float.PositiveInfinity, float.PositiveInfinity, float.PositiveInfinity, float.PositiveInfinity);
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> targetPixelSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                Span<Vector4> sourceRowSpan = this.sourceValues.GetRowSpan(y).Slice(this.bounds.X);
+                ref Vector4 sourceRef = ref MemoryMarshal.GetReference(sourceRowSpan);
+
+                for (int x = 0; x < this.bounds.Width; x++)
                 {
-                    Span<TPixel> targetPixelSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                    ref Vector4 v = ref Unsafe.Add(ref sourceRef, x);
-                    Span<Vector4> sourceRowSpan = this.sourceValues.GetRowSpan(y).Slice(this.bounds.X);
+                    var clamp = Vector4.Clamp(v, low, high);
-                    ref Vector4 sourceRef = ref MemoryMarshal.GetReference(sourceRowSpan);
+                    v.X = MathF.Pow(clamp.X, this.inverseGamma);
-
+                    v.Y = MathF.Pow(clamp.Y, this.inverseGamma);
-                    for (int x = 0; x < this.bounds.Width; x++)
+                    v.Z = MathF.Pow(clamp.Z, this.inverseGamma);
-                    {
-                        ref Vector4 v = ref Unsafe.Add(ref sourceRef, x);
-                        var clamp = Vector4.Clamp(v, low, high);
-                        v.X = MathF.Pow(clamp.X, this.inverseGamma);
-                        v.Y = MathF.Pow(clamp.Y, this.inverseGamma);
-                        v.Z = MathF.Pow(clamp.Z, this.inverseGamma);
-                    }
-
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, sourceRowSpan.Slice(0, this.bounds.Width), targetPixelSpan, PixelConversionModifiers.Premultiply);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, sourceRowSpan.Slice(0, this.bounds.Width), targetPixelSpan, PixelConversionModifiers.Premultiply);
             }
         }
     }

src/ImageSharp/Processing/Processors/Convolution/Convolution2DProcessor{TPixel}.cs

@@ -65,9 +65,9 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             source.CopyTo(targetPixels);
 
             var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
-            var operation = new RowIntervalOperation(interest, targetPixels, source.PixelBuffer, this.KernelY, this.KernelX, this.Configuration, this.PreserveAlpha);
+            var operation = new RowOperation(interest, targetPixels, source.PixelBuffer, this.KernelY, this.KernelX, this.Configuration, this.PreserveAlpha);
 
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in operation);
@@ -78,7 +78,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="Convolution2DProcessor{T}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct RowOperation : IRowOperation<Vector4>
         {
             private readonly Rectangle bounds;
             private readonly int maxY;
@@ -91,7 +91,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly bool preserveAlpha;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Rectangle bounds,
                 Buffer2D<TPixel> targetPixels,
                 Buffer2D<TPixel> sourcePixels,
@@ -113,52 +113,48 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
                 ref Vector4 spanRef = ref MemoryMarshal.GetReference(span);
+                Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                if (this.preserveAlpha)
                 {
-                    Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
+                    for (int x = 0; x < this.bounds.Width; x++)
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
-
-                    if (this.preserveAlpha)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve2D3(
-                        {
+                            in this.kernelY,
-                            DenseMatrixUtils.Convolve2D3(
+                            in this.kernelX,
-                                in this.kernelY,
+                            this.sourcePixels,
-                                in this.kernelX,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            this.maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                this.maxY,
+                            this.maxX);
-                                this.bounds.X,
-                                this.maxX);
-                        }
                     }
-                    else
+                }
+                else
+                {
+                    for (int x = 0; x < this.bounds.Width; x++)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve2D4(
-                        {
+                            in this.kernelY,
-                            DenseMatrixUtils.Convolve2D4(
+                            in this.kernelX,
-                                in this.kernelY,
+                            this.sourcePixels,
-                                in this.kernelX,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            this.maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                this.maxY,
+                            this.maxX);
-                                this.bounds.X,
-                                this.maxX);
-                        }
                     }
-
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
             }
         }
     }

src/ImageSharp/Processing/Processors/Convolution/Convolution2PassProcessor{TPixel}.cs

@@ -64,15 +64,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
 
             // Horizontal convolution
-            var horizontalOperation = new RowIntervalOperation(interest, firstPassPixels, source.PixelBuffer, this.KernelX, this.Configuration, this.PreserveAlpha);
+            var horizontalOperation = new RowOperation(interest, firstPassPixels, source.PixelBuffer, this.KernelX, this.Configuration, this.PreserveAlpha);
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in horizontalOperation);
 
             // Vertical convolution
-            var verticalOperation = new RowIntervalOperation(interest, source.PixelBuffer, firstPassPixels, this.KernelY, this.Configuration, this.PreserveAlpha);
+            var verticalOperation = new RowOperation(interest, source.PixelBuffer, firstPassPixels, this.KernelY, this.Configuration, this.PreserveAlpha);
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in verticalOperation);
@@ -81,7 +81,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="Convolution2PassProcessor{T}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct RowOperation : IRowOperation<Vector4>
         {
             private readonly Rectangle bounds;
             private readonly Buffer2D<TPixel> targetPixels;
@@ -91,7 +91,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly bool preserveAlpha;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Rectangle bounds,
                 Buffer2D<TPixel> targetPixels,
                 Buffer2D<TPixel> sourcePixels,
@@ -109,53 +109,50 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
                 ref Vector4 spanRef = ref MemoryMarshal.GetReference(span);
 
                 int maxY = this.bounds.Bottom - 1;
                 int maxX = this.bounds.Right - 1;
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
-                {
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
-                    Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
 
-                    if (this.preserveAlpha)
+                if (this.preserveAlpha)
+                {
+                    for (int x = 0; x < this.bounds.Width; x++)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve3(
-                        {
+                            in this.kernel,
-                            DenseMatrixUtils.Convolve3(
+                            this.sourcePixels,
-                                in this.kernel,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                maxY,
+                            maxX);
-                                this.bounds.X,
-                                maxX);
-                        }
                     }
-                    else
+                }
+                else
+                {
+                    for (int x = 0; x < this.bounds.Width; x++)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve4(
-                        {
+                            in this.kernel,
-                            DenseMatrixUtils.Convolve4(
+                            this.sourcePixels,
-                                in this.kernel,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                maxY,
+                            maxX);
-                                this.bounds.X,
-                                maxX);
-                        }
                     }
-
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
             }
         }
     }

src/ImageSharp/Processing/Processors/Convolution/ConvolutionProcessor{TPixel}.cs

@@ -56,8 +56,8 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             source.CopyTo(targetPixels);
 
             var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
-            var operation = new RowIntervalOperation(interest, targetPixels, source.PixelBuffer, this.KernelXY, this.Configuration, this.PreserveAlpha);
+            var operation = new RowOperation(interest, targetPixels, source.PixelBuffer, this.KernelXY, this.Configuration, this.PreserveAlpha);
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in operation);
@@ -68,7 +68,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="ConvolutionProcessor{T}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct RowOperation : IRowOperation<Vector4>
         {
             private readonly Rectangle bounds;
             private readonly int maxY;
@@ -80,7 +80,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly bool preserveAlpha;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Rectangle bounds,
                 Buffer2D<TPixel> targetPixels,
                 Buffer2D<TPixel> sourcePixels,
@@ -100,50 +100,47 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
                 ref Vector4 spanRef = ref MemoryMarshal.GetReference(span);
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
-                {
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
-                    Span<TPixel> targetRowSpan = this.targetPixels.GetRowSpan(y).Slice(this.bounds.X);
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, targetRowSpan.Slice(0, span.Length), span);
 
-                    if (this.preserveAlpha)
+                if (this.preserveAlpha)
+                {
+                    for (int x = 0; x < this.bounds.Width; x++)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve3(
-                        {
+                            in this.kernel,
-                            DenseMatrixUtils.Convolve3(
+                            this.sourcePixels,
-                                in this.kernel,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            this.maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                this.maxY,
+                            this.maxX);
-                                this.bounds.X,
-                                this.maxX);
-                        }
                     }
-                    else
+                }
+                else
+                {
+                    for (int x = 0; x < this.bounds.Width; x++)
                     {
-                        for (int x = 0; x < this.bounds.Width; x++)
+                        DenseMatrixUtils.Convolve4(
-                        {
+                            in this.kernel,
-                            DenseMatrixUtils.Convolve4(
+                            this.sourcePixels,
-                                in this.kernel,
+                            ref spanRef,
-                                this.sourcePixels,
+                            y,
-                                ref spanRef,
+                            x,
-                                y,
+                            this.bounds.Y,
-                                x,
+                            this.maxY,
-                                this.bounds.Y,
+                            this.bounds.X,
-                                this.maxY,
+                            this.maxX);
-                                this.bounds.X,
-                                this.maxX);
-                        }
                     }
-
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, targetRowSpan);
             }
         }
     }

src/ImageSharp/Processing/Processors/Convolution/EdgeDetectorCompassProcessor{TPixel}.cs

@@ -78,7 +78,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
                     processor.Apply(pass);
                 }
 
-                var operation = new RowIntervalOperation(source.PixelBuffer, pass.PixelBuffer, interest);
+                var operation = new RowOperation(source.PixelBuffer, pass.PixelBuffer, interest);
                 ParallelRowIterator.IterateRows(
                     this.Configuration,
                     interest,
@@ -89,7 +89,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="EdgeDetectorCompassProcessor{T}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly Buffer2D<TPixel> targetPixels;
             private readonly Buffer2D<TPixel> passPixels;
@@ -97,7 +97,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
             private readonly int maxX;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Buffer2D<TPixel> targetPixels,
                 Buffer2D<TPixel> passPixels,
                 Rectangle bounds)
@@ -110,23 +110,20 @@ namespace SixLabors.ImageSharp.Processing.Processors.Convolution
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                ref TPixel passPixelsBase = ref MemoryMarshal.GetReference(this.passPixels.GetRowSpan(y));
-                {
+                ref TPixel targetPixelsBase = ref MemoryMarshal.GetReference(this.targetPixels.GetRowSpan(y));
-                    ref TPixel passPixelsBase = ref MemoryMarshal.GetReference(this.passPixels.GetRowSpan(y));
-                    ref TPixel targetPixelsBase = ref MemoryMarshal.GetReference(this.targetPixels.GetRowSpan(y));
 
-                    for (int x = this.minX; x < this.maxX; x++)
+                for (int x = this.minX; x < this.maxX; x++)
-                    {
+                {
-                        // Grab the max components of the two pixels
+                    // Grab the max components of the two pixels
-                        ref TPixel currentPassPixel = ref Unsafe.Add(ref passPixelsBase, x);
+                    ref TPixel currentPassPixel = ref Unsafe.Add(ref passPixelsBase, x);
-                        ref TPixel currentTargetPixel = ref Unsafe.Add(ref targetPixelsBase, x);
+                    ref TPixel currentTargetPixel = ref Unsafe.Add(ref targetPixelsBase, x);
 
-                        var pixelValue = Vector4.Max(currentPassPixel.ToVector4(), currentTargetPixel.ToVector4());
+                    var pixelValue = Vector4.Max(currentPassPixel.ToVector4(), currentTargetPixel.ToVector4());
 
-                        currentTargetPixel.FromVector4(pixelValue);
+                    currentTargetPixel.FromVector4(pixelValue);
-                    }
                 }
             }
         }

src/ImageSharp/Processing/Processors/Dithering/ErrorDither.cs

@@ -4,6 +4,7 @@
 using System;
 using System.Numerics;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.PixelFormats;
 using SixLabors.ImageSharp.Processing.Processors.Quantization;
@@ -89,29 +90,25 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         [MethodImpl(InliningOptions.ShortMethod)]
         public void ApplyQuantizationDither<TFrameQuantizer, TPixel>(
             ref TFrameQuantizer quantizer,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Memory<byte> output,
+            IndexedImageFrame<TPixel> destination,
             Rectangle bounds)
             where TFrameQuantizer : struct, IFrameQuantizer<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            Span<byte> outputSpan = output.Span;
-            ReadOnlySpan<TPixel> paletteSpan = palette.Span;
-            int width = bounds.Width;
             int offsetY = bounds.Top;
             int offsetX = bounds.Left;
             float scale = quantizer.Options.DitherScale;
 
             for (int y = bounds.Top; y < bounds.Bottom; y++)
             {
-                Span<TPixel> row = source.GetPixelRowSpan(y);
+                ref TPixel sourceRowRef = ref MemoryMarshal.GetReference(source.GetPixelRowSpan(y));
-                int rowStart = (y - offsetY) * width;
+                ref byte destinationRowRef = ref MemoryMarshal.GetReference(destination.GetWritablePixelRowSpanUnsafe(y - offsetY));
 
                 for (int x = bounds.Left; x < bounds.Right; x++)
                 {
-                    TPixel sourcePixel = row[x];
+                    TPixel sourcePixel = Unsafe.Add(ref sourceRowRef, x);
-                    outputSpan[rowStart + x - offsetX] = quantizer.GetQuantizedColor(sourcePixel, paletteSpan, out TPixel transformed);
+                    Unsafe.Add(ref destinationRowRef, x - offsetX) = quantizer.GetQuantizedColor(sourcePixel, out TPixel transformed);
                     this.Dither(source, bounds, sourcePixel, transformed, x, y, scale);
                 }
             }
@@ -119,25 +116,23 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public void ApplyPaletteDither<TPixel>(
+        public void ApplyPaletteDither<TPaletteDitherImageProcessor, TPixel>(
-            Configuration configuration,
+            in TPaletteDitherImageProcessor processor,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Rectangle bounds,
+            Rectangle bounds)
-            float scale)
+            where TPaletteDitherImageProcessor : struct, IPaletteDitherImageProcessor<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            var pixelMap = new EuclideanPixelMap<TPixel>(palette);
+            float scale = processor.DitherScale;
-
             for (int y = bounds.Top; y < bounds.Bottom; y++)
             {
-                Span<TPixel> row = source.GetPixelRowSpan(y);
+                ref TPixel sourceRowRef = ref MemoryMarshal.GetReference(source.GetPixelRowSpan(y));
                 for (int x = bounds.Left; x < bounds.Right; x++)
                 {
-                    TPixel sourcePixel = row[x];
+                    ref TPixel sourcePixel = ref Unsafe.Add(ref sourceRowRef, x);
-                    pixelMap.GetClosestColor(sourcePixel, out TPixel transformed);
+                    TPixel transformed = Unsafe.AsRef(processor).GetPaletteColor(sourcePixel);
                     this.Dither(source, bounds, sourcePixel, transformed, x, y, scale);
-                    row[x] = transformed;
+                    sourcePixel = transformed;
                 }
             }
         }

src/ImageSharp/Processing/Processors/Dithering/IDither.cs

@@ -1,7 +1,6 @@
 // Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
-using System;
 using SixLabors.ImageSharp.PixelFormats;
 using SixLabors.ImageSharp.Processing.Processors.Quantization;
 
@@ -19,15 +18,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         /// <typeparam name="TFrameQuantizer">The type of frame quantizer.</typeparam>
         /// <typeparam name="TPixel">The pixel format.</typeparam>
         /// <param name="quantizer">The frame quantizer.</param>
-        /// <param name="palette">The quantized palette.</param>
         /// <param name="source">The source image.</param>
-        /// <param name="output">The output target</param>
+        /// <param name="destination">The destination quantized frame.</param>
         /// <param name="bounds">The region of interest bounds.</param>
         void ApplyQuantizationDither<TFrameQuantizer, TPixel>(
             ref TFrameQuantizer quantizer,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Memory<byte> output,
+            IndexedImageFrame<TPixel> destination,
             Rectangle bounds)
             where TFrameQuantizer : struct, IFrameQuantizer<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>;
@@ -36,18 +33,16 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         /// Transforms the image frame applying a dither matrix.
         /// This method should be treated as destructive, altering the input pixels.
         /// </summary>
+        /// <typeparam name="TPaletteDitherImageProcessor">The type of palette dithering processor.</typeparam>
         /// <typeparam name="TPixel">The pixel format.</typeparam>
-        /// <param name="configuration">The configuration.</param>
+        /// <param name="processor">The palette dithering processor.</param>
-        /// <param name="palette">The quantized palette.</param>
         /// <param name="source">The source image.</param>
         /// <param name="bounds">The region of interest bounds.</param>
-        /// <param name="scale">The dithering scale used to adjust the amount of dither. Range 0..1.</param>
+        void ApplyPaletteDither<TPaletteDitherImageProcessor, TPixel>(
-        void ApplyPaletteDither<TPixel>(
+            in TPaletteDitherImageProcessor processor,
-            Configuration configuration,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Rectangle bounds,
+            Rectangle bounds)
-            float scale)
+            where TPaletteDitherImageProcessor : struct, IPaletteDitherImageProcessor<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>;
     }
 }

src/ImageSharp/Processing/Processors/Dithering/IPaletteDitherImageProcessor{TPixel}.cs

@@ -0,0 +1,38 @@
+// Copyright (c) Six Labors and contributors.
+// Licensed under the Apache License, Version 2.0.
+
+using System;
+using SixLabors.ImageSharp.PixelFormats;
+
+namespace SixLabors.ImageSharp.Processing.Processors.Dithering
+{
+    /// <summary>
+    /// Implements an algorithm to alter the pixels of an image via palette dithering.
+    /// </summary>
+    /// <typeparam name="TPixel">The pixel format.</typeparam>
+    public interface IPaletteDitherImageProcessor<TPixel>
+        where TPixel : unmanaged, IPixel<TPixel>
+    {
+        /// <summary>
+        /// Gets the configuration instance to use when performing operations.
+        /// </summary>
+        Configuration Configuration { get; }
+
+        /// <summary>
+        /// Gets the dithering palette.
+        /// </summary>
+        ReadOnlyMemory<TPixel> Palette { get; }
+
+        /// <summary>
+        /// Gets the dithering scale used to adjust the amount of dither. Range 0..1.
+        /// </summary>
+        float DitherScale { get; }
+
+        /// <summary>
+        /// Returns the color from the dithering palette corresponding to the given color.
+        /// </summary>
+        /// <param name="color">The color to match.</param>
+        /// <returns>The <typeparamref name="TPixel"/> match.</returns>
+        TPixel GetPaletteColor(TPixel color);
+    }
+}

src/ImageSharp/Processing/Processors/Dithering/OrderedDither.KnownTypes.cs

@@ -6,7 +6,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
     /// <content>
     /// An ordered dithering matrix with equal sides of arbitrary length
     /// </content>
-    public readonly partial struct OrderedDither : IDither
+    public readonly partial struct OrderedDither
     {
         /// <summary>
         /// Applies order dithering using the 2x2 Bayer dithering matrix.

src/ImageSharp/Processing/Processors/Dithering/OrderedDither.cs

@@ -3,8 +3,8 @@
 
 using System;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.Advanced;
-using SixLabors.ImageSharp.Memory;
 using SixLabors.ImageSharp.PixelFormats;
 using SixLabors.ImageSharp.Processing.Processors.Quantization;
 
@@ -105,21 +105,18 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         [MethodImpl(InliningOptions.ShortMethod)]
         public void ApplyQuantizationDither<TFrameQuantizer, TPixel>(
             ref TFrameQuantizer quantizer,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Memory<byte> output,
+            IndexedImageFrame<TPixel> destination,
             Rectangle bounds)
             where TFrameQuantizer : struct, IFrameQuantizer<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            var ditherOperation = new QuantizeDitherRowIntervalOperation<TFrameQuantizer, TPixel>(
+            var ditherOperation = new QuantizeDitherRowOperation<TFrameQuantizer, TPixel>(
                 ref quantizer,
                 in Unsafe.AsRef(this),
                 source,
-                output,
+                destination,
-                bounds,
+                bounds);
-                palette,
-                ImageMaths.GetBitsNeededForColorDepth(palette.Span.Length));
 
             ParallelRowIterator.IterateRows(
                 quantizer.Configuration,
@@ -129,24 +126,21 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public void ApplyPaletteDither<TPixel>(
+        public void ApplyPaletteDither<TPaletteDitherImageProcessor, TPixel>(
-            Configuration configuration,
+            in TPaletteDitherImageProcessor processor,
-            ReadOnlyMemory<TPixel> palette,
             ImageFrame<TPixel> source,
-            Rectangle bounds,
+            Rectangle bounds)
-            float scale)
+            where TPaletteDitherImageProcessor : struct, IPaletteDitherImageProcessor<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
-            var ditherOperation = new PaletteDitherRowIntervalOperation<TPixel>(
+            var ditherOperation = new PaletteDitherRowOperation<TPaletteDitherImageProcessor, TPixel>(
+                in processor,
                 in Unsafe.AsRef(this),
                 source,
-                bounds,
+                bounds);
-                palette,
-                scale,
-                ImageMaths.GetBitsNeededForColorDepth(palette.Span.Length));
 
             ParallelRowIterator.IterateRows(
-                configuration,
+                processor.Configuration,
                 bounds,
                 in ditherOperation);
         }
@@ -200,102 +194,87 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         public override int GetHashCode()
             => HashCode.Combine(this.thresholdMatrix, this.modulusX, this.modulusY);
 
-        private readonly struct QuantizeDitherRowIntervalOperation<TFrameQuantizer, TPixel> : IRowIntervalOperation
+        private readonly struct QuantizeDitherRowOperation<TFrameQuantizer, TPixel> : IRowOperation
             where TFrameQuantizer : struct, IFrameQuantizer<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
             private readonly TFrameQuantizer quantizer;
             private readonly OrderedDither dither;
             private readonly ImageFrame<TPixel> source;
-            private readonly Memory<byte> output;
+            private readonly IndexedImageFrame<TPixel> destination;
             private readonly Rectangle bounds;
-            private readonly ReadOnlyMemory<TPixel> palette;
             private readonly int bitDepth;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public QuantizeDitherRowIntervalOperation(
+            public QuantizeDitherRowOperation(
                 ref TFrameQuantizer quantizer,
                 in OrderedDither dither,
                 ImageFrame<TPixel> source,
-                Memory<byte> output,
+                IndexedImageFrame<TPixel> destination,
-                Rectangle bounds,
+                Rectangle bounds)
-                ReadOnlyMemory<TPixel> palette,
-                int bitDepth)
             {
                 this.quantizer = quantizer;
                 this.dither = dither;
                 this.source = source;
-                this.output = output;
+                this.destination = destination;
                 this.bounds = bounds;
-                this.palette = palette;
+                this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(destination.Palette.Length);
-                this.bitDepth = bitDepth;
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                ReadOnlySpan<TPixel> paletteSpan = this.palette.Span;
-                Span<byte> outputSpan = this.output.Span;
-                int width = this.bounds.Width;
                 int offsetY = this.bounds.Top;
                 int offsetX = this.bounds.Left;
                 float scale = this.quantizer.Options.DitherScale;
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                ref TPixel sourceRowRef = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
+                ref byte destinationRowRef = ref MemoryMarshal.GetReference(this.destination.GetWritablePixelRowSpanUnsafe(y - offsetY));
+
+                for (int x = this.bounds.Left; x < this.bounds.Right; x++)
                 {
-                    Span<TPixel> row = this.source.GetPixelRowSpan(y);
+                    TPixel dithered = this.dither.Dither(Unsafe.Add(ref sourceRowRef, x), x, y, this.bitDepth, scale);
-                    int rowStart = (y - offsetY) * width;
+                    Unsafe.Add(ref destinationRowRef, x - offsetX) = Unsafe.AsRef(this.quantizer).GetQuantizedColor(dithered, out TPixel _);
-
-                    // TODO: This can be a bulk operation.
-                    for (int x = this.bounds.Left; x < this.bounds.Right; x++)
-                    {
-                        TPixel dithered = this.dither.Dither(row[x], x, y, this.bitDepth, scale);
-                        outputSpan[rowStart + x - offsetX] = this.quantizer.GetQuantizedColor(dithered, paletteSpan, out TPixel _);
-                    }
                 }
             }
         }
 
-        private readonly struct PaletteDitherRowIntervalOperation<TPixel> : IRowIntervalOperation
+        private readonly struct PaletteDitherRowOperation<TPaletteDitherImageProcessor, TPixel> : IRowOperation
+            where TPaletteDitherImageProcessor : struct, IPaletteDitherImageProcessor<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
+            private readonly TPaletteDitherImageProcessor processor;
             private readonly OrderedDither dither;
             private readonly ImageFrame<TPixel> source;
             private readonly Rectangle bounds;
-            private readonly EuclideanPixelMap<TPixel> pixelMap;
             private readonly float scale;
             private readonly int bitDepth;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public PaletteDitherRowIntervalOperation(
+            public PaletteDitherRowOperation(
+                in TPaletteDitherImageProcessor processor,
                 in OrderedDither dither,
                 ImageFrame<TPixel> source,
-                Rectangle bounds,
+                Rectangle bounds)
-                ReadOnlyMemory<TPixel> palette,
-                float scale,
-                int bitDepth)
             {
+                this.processor = processor;
                 this.dither = dither;
                 this.source = source;
                 this.bounds = bounds;
-                this.pixelMap = new EuclideanPixelMap<TPixel>(palette);
+                this.scale = processor.DitherScale;
-                this.scale = scale;
+                this.bitDepth = ImageMaths.GetBitsNeededForColorDepth(processor.Palette.Span.Length);
-                this.bitDepth = bitDepth;
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                ref TPixel sourceRowRef = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
+
+                for (int x = this.bounds.Left; x < this.bounds.Right; x++)
                 {
-                    Span<TPixel> row = this.source.GetPixelRowSpan(y);
+                    ref TPixel sourcePixel = ref Unsafe.Add(ref sourceRowRef, x);
-
+                    TPixel dithered = this.dither.Dither(sourcePixel, x, y, this.bitDepth, this.scale);
-                    for (int x = this.bounds.Left; x < this.bounds.Right; x++)
+                    sourcePixel = Unsafe.AsRef(this.processor).GetPaletteColor(dithered);
-                    {
-                        TPixel dithered = this.dither.Dither(row[x], x, y, this.bitDepth, this.scale);
-                        this.pixelMap.GetClosestColor(dithered, out TPixel transformed);
-                        row[x] = transformed;
-                    }
                 }
             }
         }

src/ImageSharp/Processing/Processors/Dithering/PaletteDitherProcessor{TPixel}.cs

@@ -3,7 +3,9 @@
 
 using System;
 using System.Buffers;
+using System.Runtime.CompilerServices;
 using SixLabors.ImageSharp.PixelFormats;
+using SixLabors.ImageSharp.Processing.Processors.Quantization;
 
 namespace SixLabors.ImageSharp.Processing.Processors.Dithering
 {
@@ -14,11 +16,9 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
     internal sealed class PaletteDitherProcessor<TPixel> : ImageProcessor<TPixel>
         where TPixel : unmanaged, IPixel<TPixel>
     {
-        private readonly int paletteLength;
+        private readonly DitherProcessor ditherProcessor;
         private readonly IDither dither;
-        private readonly float ditherScale;
+        private IMemoryOwner<TPixel> paletteOwner;
-        private readonly ReadOnlyMemory<Color> sourcePalette;
-        private IMemoryOwner<TPixel> palette;
         private bool isDisposed;
 
         /// <summary>
@@ -31,37 +31,23 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
         public PaletteDitherProcessor(Configuration configuration, PaletteDitherProcessor definition, Image<TPixel> source, Rectangle sourceRectangle)
             : base(configuration, source, sourceRectangle)
         {
-            this.paletteLength = definition.Palette.Span.Length;
             this.dither = definition.Dither;
-            this.ditherScale = definition.DitherScale;
-            this.sourcePalette = definition.Palette;
-        }
 
-        /// <inheritdoc/>
+            ReadOnlySpan<Color> sourcePalette = definition.Palette.Span;
-        protected override void OnFrameApply(ImageFrame<TPixel> source)
+            this.paletteOwner = this.Configuration.MemoryAllocator.Allocate<TPixel>(sourcePalette.Length);
-        {
+            Color.ToPixel(this.Configuration, sourcePalette, this.paletteOwner.Memory.Span);
-            var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
 
-            this.dither.ApplyPaletteDither(
+            this.ditherProcessor = new DitherProcessor(
                 this.Configuration,
-                this.palette.Memory,
+                this.paletteOwner.Memory,
-                source,
+                definition.DitherScale);
-                interest,
-                this.ditherScale);
         }
 
         /// <inheritdoc/>
-        protected override void BeforeFrameApply(ImageFrame<TPixel> source)
+        protected override void OnFrameApply(ImageFrame<TPixel> source)
         {
-            // Lazy init palettes:
+            var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
-            if (this.palette is null)
+            this.dither.ApplyPaletteDither(in this.ditherProcessor, source, interest);
-            {
-                this.palette = this.Configuration.MemoryAllocator.Allocate<TPixel>(this.paletteLength);
-                ReadOnlySpan<Color> sourcePalette = this.sourcePalette.Span;
-                Color.ToPixel(this.Configuration, sourcePalette, this.palette.Memory.Span);
-            }
-
-            base.BeforeFrameApply(source);
         }
 
         /// <inheritdoc/>
@@ -72,15 +58,48 @@ namespace SixLabors.ImageSharp.Processing.Processors.Dithering
                 return;
             }
 
+            this.isDisposed = true;
             if (disposing)
             {
-                this.palette?.Dispose();
+                this.paletteOwner.Dispose();
             }
 
-            this.palette = null;
+            this.paletteOwner = null;
-
-            this.isDisposed = true;
             base.Dispose(disposing);
         }
+
+        /// <summary>
+        /// Used to allow inlining of calls to
+        /// <see cref="IPaletteDitherImageProcessor{TPixel}.GetPaletteColor(TPixel)"/>.
+        /// </summary>
+        private readonly struct DitherProcessor : IPaletteDitherImageProcessor<TPixel>
+        {
+            private readonly EuclideanPixelMap<TPixel> pixelMap;
+
+            [MethodImpl(InliningOptions.ShortMethod)]
+            public DitherProcessor(
+                Configuration configuration,
+                ReadOnlyMemory<TPixel> palette,
+                float ditherScale)
+            {
+                this.Configuration = configuration;
+                this.pixelMap = new EuclideanPixelMap<TPixel>(configuration, palette);
+                this.Palette = palette;
+                this.DitherScale = ditherScale;
+            }
+
+            public Configuration Configuration { get; }
+
+            public ReadOnlyMemory<TPixel> Palette { get; }
+
+            public float DitherScale { get; }
+
+            [MethodImpl(InliningOptions.ShortMethod)]
+            public TPixel GetPaletteColor(TPixel color)
+            {
+                this.pixelMap.GetClosestColor(color, out TPixel match);
+                return match;
+            }
+        }
     }
 }

src/ImageSharp/Processing/Processors/Drawing/DrawImageProcessor{TPixelBg,TPixelFg}.cs

@@ -99,7 +99,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Drawing
                     "Cannot draw image because the source image does not overlap the target image.");
             }
 
-            var operation = new RowIntervalOperation(source, targetImage, blender, configuration, minX, width, locationY, targetX, this.Opacity);
+            var operation = new RowOperation(source, targetImage, blender, configuration, minX, width, locationY, targetX, this.Opacity);
             ParallelRowIterator.IterateRows(
                 configuration,
                 workingRect,
@@ -109,7 +109,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Drawing
         /// <summary>
         /// A <see langword="struct"/> implementing the draw logic for <see cref="DrawImageProcessor{TPixelBg,TPixelFg}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly ImageFrame<TPixelBg> sourceFrame;
             private readonly Image<TPixelFg> targetImage;
@@ -122,7 +122,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Drawing
             private readonly float opacity;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 ImageFrame<TPixelBg> sourceFrame,
                 Image<TPixelFg> targetImage,
                 PixelBlender<TPixelBg> blender,
@@ -146,14 +146,11 @@ namespace SixLabors.ImageSharp.Processing.Processors.Drawing
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixelBg> background = this.sourceFrame.GetPixelRowSpan(y).Slice(this.minX, this.width);
-                {
+                Span<TPixelFg> foreground = this.targetImage.GetPixelRowSpan(y - this.locationY).Slice(this.targetX, this.width);
-                    Span<TPixelBg> background = this.sourceFrame.GetPixelRowSpan(y).Slice(this.minX, this.width);
+                this.blender.Blend<TPixelFg>(this.configuration, background, background, foreground, this.opacity);
-                    Span<TPixelFg> foreground = this.targetImage.GetPixelRowSpan(y - this.locationY).Slice(this.targetX, this.width);
-                    this.blender.Blend<TPixelFg>(this.configuration, background, background, foreground, this.opacity);
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Effects/OilPaintingProcessor{TPixel}.cs

@@ -48,7 +48,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Effects
             source.CopyTo(targetPixels);
 
             var operation = new RowIntervalOperation(this.SourceRectangle, targetPixels, source, this.Configuration, brushSize >> 1, this.definition.Levels);
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 this.Configuration,
                 this.SourceRectangle,
                 in operation);

src/ImageSharp/Processing/Processors/Effects/PixelRowDelegateProcessor{TPixel,TDelegate}.cs

@@ -50,9 +50,9 @@ namespace SixLabors.ImageSharp.Processing.Processors.Effects
         protected override void OnFrameApply(ImageFrame<TPixel> source)
         {
             var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
-            var operation = new RowIntervalOperation(interest.X, source, this.Configuration, this.modifiers, this.rowDelegate);
+            var operation = new RowOperation(interest.X, source, this.Configuration, this.modifiers, this.rowDelegate);
 
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in operation);
@@ -61,7 +61,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Effects
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="PixelRowDelegateProcessor{TPixel,TDelegate}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct RowOperation : IRowOperation<Vector4>
         {
             private readonly int startX;
             private readonly ImageFrame<TPixel> source;
@@ -70,7 +70,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Effects
             private readonly TDelegate rowProcessor;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 int startX,
                 ImageFrame<TPixel> source,
                 Configuration configuration,
@@ -86,18 +86,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Effects
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> rowSpan = this.source.GetPixelRowSpan(y).Slice(this.startX, span.Length);
-                {
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, rowSpan, span, this.modifiers);
-                    Span<TPixel> rowSpan = this.source.GetPixelRowSpan(y).Slice(this.startX, span.Length);
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, rowSpan, span, this.modifiers);
 
-                    // Run the user defined pixel shader to the current row of pixels
+                // Run the user defined pixel shader to the current row of pixels
-                    Unsafe.AsRef(this.rowProcessor).Invoke(span, new Point(this.startX, y));
+                Unsafe.AsRef(this.rowProcessor).Invoke(span, new Point(this.startX, y));
 
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, rowSpan, this.modifiers);
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, rowSpan, this.modifiers);
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Filters/FilterProcessor{TPixel}.cs

@@ -36,9 +36,9 @@ namespace SixLabors.ImageSharp.Processing.Processors.Filters
         protected override void OnFrameApply(ImageFrame<TPixel> source)
         {
             var interest = Rectangle.Intersect(this.SourceRectangle, source.Bounds());
-            var operation = new RowIntervalOperation(interest.X, source, this.definition.Matrix, this.Configuration);
+            var operation = new RowOperation(interest.X, source, this.definition.Matrix, this.Configuration);
 
-            ParallelRowIterator.IterateRows<RowIntervalOperation, Vector4>(
+            ParallelRowIterator.IterateRows<RowOperation, Vector4>(
                 this.Configuration,
                 interest,
                 in operation);
@@ -47,7 +47,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Filters
         /// <summary>
         /// A <see langword="struct"/> implementing the convolution logic for <see cref="FilterProcessor{TPixel}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<Vector4>
+        private readonly struct RowOperation : IRowOperation<Vector4>
         {
             private readonly int startX;
             private readonly ImageFrame<TPixel> source;
@@ -55,7 +55,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Filters
             private readonly Configuration configuration;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 int startX,
                 ImageFrame<TPixel> source,
                 ColorMatrix matrix,
@@ -69,17 +69,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Filters
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> rowSpan = this.source.GetPixelRowSpan(y).Slice(this.startX, span.Length);
-                {
+                PixelOperations<TPixel>.Instance.ToVector4(this.configuration, rowSpan, span);
-                    Span<TPixel> rowSpan = this.source.GetPixelRowSpan(y).Slice(this.startX, span.Length);
-                    PixelOperations<TPixel>.Instance.ToVector4(this.configuration, rowSpan, span);
 
-                    Vector4Utils.Transform(span, ref Unsafe.AsRef(this.matrix));
+                Vector4Utils.Transform(span, ref Unsafe.AsRef(this.matrix));
 
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, rowSpan);
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(this.configuration, span, rowSpan);
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Normalization/AdaptiveHistogramEqualizationProcessor{TPixel}.cs

@@ -81,7 +81,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
                 }
 
                 var operation = new RowIntervalOperation(cdfData, tileYStartPositions, tileWidth, tileHeight, tileCount, halfTileWidth, luminanceLevels, source);
-                ParallelRowIterator.IterateRows(
+                ParallelRowIterator.IterateRowIntervals(
                     this.Configuration,
                     new Rectangle(0, 0, sourceWidth, tileYStartPositions.Count),
                     in operation);
@@ -522,7 +522,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
                     this.luminanceLevels,
                     source);
 
-                ParallelRowIterator.IterateRows(
+                ParallelRowIterator.IterateRowIntervals(
                     this.configuration,
                     new Rectangle(0, 0, this.sourceWidth, this.tileYStartPositions.Count),
                     in operation);

src/ImageSharp/Processing/Processors/Normalization/GlobalHistogramEqualizationProcessor{TPixel}.cs

@@ -52,7 +52,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
             using IMemoryOwner<int> histogramBuffer = memoryAllocator.Allocate<int>(this.LuminanceLevels, AllocationOptions.Clean);
 
             // Build the histogram of the grayscale levels
-            var grayscaleOperation = new GrayscaleLevelsRowIntervalOperation(interest, histogramBuffer, source, this.LuminanceLevels);
+            var grayscaleOperation = new GrayscaleLevelsRowOperation(interest, histogramBuffer, source, this.LuminanceLevels);
             ParallelRowIterator.IterateRows(
                 this.Configuration,
                 interest,
@@ -75,7 +75,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
             float numberOfPixelsMinusCdfMin = numberOfPixels - cdfMin;
 
             // Apply the cdf to each pixel of the image
-            var cdfOperation = new CdfApplicationRowIntervalOperation(interest, cdfBuffer, source, this.LuminanceLevels, numberOfPixelsMinusCdfMin);
+            var cdfOperation = new CdfApplicationRowOperation(interest, cdfBuffer, source, this.LuminanceLevels, numberOfPixelsMinusCdfMin);
             ParallelRowIterator.IterateRows(
                 this.Configuration,
                 interest,
@@ -85,7 +85,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
         /// <summary>
         /// A <see langword="struct"/> implementing the grayscale levels logic for <see cref="GlobalHistogramEqualizationProcessor{TPixel}"/>.
         /// </summary>
-        private readonly struct GrayscaleLevelsRowIntervalOperation : IRowIntervalOperation
+        private readonly struct GrayscaleLevelsRowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly IMemoryOwner<int> histogramBuffer;
@@ -93,7 +93,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
             private readonly int luminanceLevels;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public GrayscaleLevelsRowIntervalOperation(
+            public GrayscaleLevelsRowOperation(
                 Rectangle bounds,
                 IMemoryOwner<int> histogramBuffer,
                 ImageFrame<TPixel> source,
@@ -107,18 +107,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
                 ref int histogramBase = ref MemoryMarshal.GetReference(this.histogramBuffer.GetSpan());
-                for (int y = rows.Min; y < rows.Max; y++)
+                ref TPixel pixelBase = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
-                {
-                    ref TPixel pixelBase = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
 
-                    for (int x = 0; x < this.bounds.Width; x++)
+                for (int x = 0; x < this.bounds.Width; x++)
-                    {
+                {
-                        int luminance = GetLuminance(Unsafe.Add(ref pixelBase, x), this.luminanceLevels);
+                    int luminance = GetLuminance(Unsafe.Add(ref pixelBase, x), this.luminanceLevels);
-                        Unsafe.Add(ref histogramBase, luminance)++;
+                    Unsafe.Add(ref histogramBase, luminance)++;
-                    }
                 }
             }
         }
@@ -126,7 +123,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
         /// <summary>
         /// A <see langword="struct"/> implementing the cdf application levels logic for <see cref="GlobalHistogramEqualizationProcessor{TPixel}"/>.
         /// </summary>
-        private readonly struct CdfApplicationRowIntervalOperation : IRowIntervalOperation
+        private readonly struct CdfApplicationRowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly IMemoryOwner<int> cdfBuffer;
@@ -135,7 +132,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
             private readonly float numberOfPixelsMinusCdfMin;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public CdfApplicationRowIntervalOperation(
+            public CdfApplicationRowOperation(
                 Rectangle bounds,
                 IMemoryOwner<int> cdfBuffer,
                 ImageFrame<TPixel> source,
@@ -151,20 +148,17 @@ namespace SixLabors.ImageSharp.Processing.Processors.Normalization
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
                 ref int cdfBase = ref MemoryMarshal.GetReference(this.cdfBuffer.GetSpan());
-                for (int y = rows.Min; y < rows.Max; y++)
+                ref TPixel pixelBase = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
+
+                for (int x = 0; x < this.bounds.Width; x++)
                 {
-                    ref TPixel pixelBase = ref MemoryMarshal.GetReference(this.source.GetPixelRowSpan(y));
+                    ref TPixel pixel = ref Unsafe.Add(ref pixelBase, x);
-
+                    int luminance = GetLuminance(pixel, this.luminanceLevels);
-                    for (int x = 0; x < this.bounds.Width; x++)
+                    float luminanceEqualized = Unsafe.Add(ref cdfBase, luminance) / this.numberOfPixelsMinusCdfMin;
-                    {
+                    pixel.FromVector4(new Vector4(luminanceEqualized, luminanceEqualized, luminanceEqualized, pixel.ToVector4().W));
-                        ref TPixel pixel = ref Unsafe.Add(ref pixelBase, x);
-                        int luminance = GetLuminance(pixel, this.luminanceLevels);
-                        float luminanceEqualized = Unsafe.Add(ref cdfBase, luminance) / this.numberOfPixelsMinusCdfMin;
-                        pixel.FromVector4(new Vector4(luminanceEqualized, luminanceEqualized, luminanceEqualized, pixel.ToVector4().W));
-                    }
                 }
             }
         }

src/ImageSharp/Processing/Processors/Overlays/BackgroundColorProcessor{TPixel}.cs

@@ -49,14 +49,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
 
             PixelBlender<TPixel> blender = PixelOperations<TPixel>.Instance.GetPixelBlender(graphicsOptions);
 
-            var operation = new RowIntervalOperation(configuration, interest, blender, amount, colors, source);
+            var operation = new RowOperation(configuration, interest, blender, amount, colors, source);
             ParallelRowIterator.IterateRows(
                 configuration,
                 interest,
                 in operation);
         }
 
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly Configuration configuration;
             private readonly Rectangle bounds;
@@ -66,7 +66,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             private readonly ImageFrame<TPixel> source;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Configuration configuration,
                 Rectangle bounds,
                 PixelBlender<TPixel> blender,
@@ -83,23 +83,20 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> destination =
-                {
+                    this.source.GetPixelRowSpan(y)
-                    Span<TPixel> destination =
+                        .Slice(this.bounds.X, this.bounds.Width);
-                        this.source.GetPixelRowSpan(y)
-                                   .Slice(this.bounds.X, this.bounds.Width);
 
-                    // Switch color & destination in the 2nd and 3rd places because we are
+                // Switch color & destination in the 2nd and 3rd places because we are
-                    // applying the target color under the current one.
+                // applying the target color under the current one.
-                    this.blender.Blend(
+                this.blender.Blend(
-                        this.configuration,
+                    this.configuration,
-                        destination,
+                    destination,
-                        this.colors.GetSpan(),
+                    this.colors.GetSpan(),
-                        destination,
+                    destination,
-                        this.amount.GetSpan());
+                    this.amount.GetSpan());
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Overlays/GlowProcessor{TPixel}.cs

@@ -55,14 +55,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             using IMemoryOwner<TPixel> rowColors = allocator.Allocate<TPixel>(interest.Width);
             rowColors.GetSpan().Fill(glowColor);
 
-            var operation = new RowIntervalOperation(configuration, interest, rowColors, this.blender, center, maxDistance, blendPercent, source);
+            var operation = new RowOperation(configuration, interest, rowColors, this.blender, center, maxDistance, blendPercent, source);
-            ParallelRowIterator.IterateRows<RowIntervalOperation, float>(
+            ParallelRowIterator.IterateRows<RowOperation, float>(
                 configuration,
                 interest,
                 in operation);
         }
 
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<float>
+        private readonly struct RowOperation : IRowOperation<float>
         {
             private readonly Configuration configuration;
             private readonly Rectangle bounds;
@@ -74,7 +74,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             private readonly ImageFrame<TPixel> source;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Configuration configuration,
                 Rectangle bounds,
                 IMemoryOwner<TPixel> colors,
@@ -95,27 +95,24 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<float> span)
+            public void Invoke(int y, Span<float> span)
             {
                 Span<TPixel> colorSpan = this.colors.GetSpan();
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                for (int i = 0; i < this.bounds.Width; i++)
                 {
-                    for (int i = 0; i < this.bounds.Width; i++)
+                    float distance = Vector2.Distance(this.center, new Vector2(i + this.bounds.X, y));
-                    {
+                    span[i] = (this.blendPercent * (1 - (.95F * (distance / this.maxDistance)))).Clamp(0, 1);
-                        float distance = Vector2.Distance(this.center, new Vector2(i + this.bounds.X, y));
+                }
-                        span[i] = (this.blendPercent * (1 - (.95F * (distance / this.maxDistance)))).Clamp(0, 1);
-                    }
 
-                    Span<TPixel> destination = this.source.GetPixelRowSpan(y).Slice(this.bounds.X, this.bounds.Width);
+                Span<TPixel> destination = this.source.GetPixelRowSpan(y).Slice(this.bounds.X, this.bounds.Width);
 
-                    this.blender.Blend(
+                this.blender.Blend(
-                        this.configuration,
+                    this.configuration,
-                        destination,
+                    destination,
-                        destination,
+                    destination,
-                        colorSpan,
+                    colorSpan,
-                        span);
+                    span);
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Overlays/VignetteProcessor{TPixel}.cs

@@ -63,14 +63,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             using IMemoryOwner<TPixel> rowColors = allocator.Allocate<TPixel>(interest.Width);
             rowColors.GetSpan().Fill(vignetteColor);
 
-            var operation = new RowIntervalOperation(configuration, interest, rowColors, this.blender, center, maxDistance, blendPercent, source);
+            var operation = new RowOperation(configuration, interest, rowColors, this.blender, center, maxDistance, blendPercent, source);
-            ParallelRowIterator.IterateRows<RowIntervalOperation, float>(
+            ParallelRowIterator.IterateRows<RowOperation, float>(
                 configuration,
                 interest,
                 in operation);
         }
 
-        private readonly struct RowIntervalOperation : IRowIntervalOperation<float>
+        private readonly struct RowOperation : IRowOperation<float>
         {
             private readonly Configuration configuration;
             private readonly Rectangle bounds;
@@ -82,7 +82,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             private readonly ImageFrame<TPixel> source;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(
+            public RowOperation(
                 Configuration configuration,
                 Rectangle bounds,
                 IMemoryOwner<TPixel> colors,
@@ -103,27 +103,24 @@ namespace SixLabors.ImageSharp.Processing.Processors.Overlays
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<float> span)
+            public void Invoke(int y, Span<float> span)
             {
                 Span<TPixel> colorSpan = this.colors.GetSpan();
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                for (int i = 0; i < this.bounds.Width; i++)
                 {
-                    for (int i = 0; i < this.bounds.Width; i++)
+                    float distance = Vector2.Distance(this.center, new Vector2(i + this.bounds.X, y));
-                    {
+                    span[i] = (this.blendPercent * (.9F * (distance / this.maxDistance))).Clamp(0, 1);
-                        float distance = Vector2.Distance(this.center, new Vector2(i + this.bounds.X, y));
-                        span[i] = (this.blendPercent * (.9F * (distance / this.maxDistance))).Clamp(0, 1);
-                    }
-
-                    Span<TPixel> destination = this.source.GetPixelRowSpan(y).Slice(this.bounds.X, this.bounds.Width);
-
-                    this.blender.Blend(
-                        this.configuration,
-                        destination,
-                        destination,
-                        colorSpan,
-                        span);
                 }
+
+                Span<TPixel> destination = this.source.GetPixelRowSpan(y).Slice(this.bounds.X, this.bounds.Width);
+
+                this.blender.Blend(
+                    this.configuration,
+                    destination,
+                    destination,
+                    colorSpan,
+                    span);
             }
         }
     }

src/ImageSharp/Processing/Processors/Quantization/EuclideanPixelMap{TPixel}.cs

@@ -5,101 +5,100 @@ using System;
 using System.Collections.Concurrent;
 using System.Numerics;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.PixelFormats;
 
 namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 {
     /// <summary>
-    /// Gets the closest color to the supplied color based upon the Eucladean distance.
+    /// Gets the closest color to the supplied color based upon the Euclidean distance.
-    /// TODO: Expose this somehow.
     /// </summary>
     /// <typeparam name="TPixel">The pixel format.</typeparam>
-    internal readonly struct EuclideanPixelMap<TPixel> : IPixelMap<TPixel>, IEquatable<EuclideanPixelMap<TPixel>>
+    internal readonly struct EuclideanPixelMap<TPixel>
         where TPixel : unmanaged, IPixel<TPixel>
     {
-        private readonly ConcurrentDictionary<int, Vector4> vectorCache;
+        private readonly Vector4[] vectorCache;
         private readonly ConcurrentDictionary<TPixel, int> distanceCache;
 
         /// <summary>
         /// Initializes a new instance of the <see cref="EuclideanPixelMap{TPixel}"/> struct.
         /// </summary>
+        /// <param name="configuration">The configuration.</param>
         /// <param name="palette">The color palette to map from.</param>
-        public EuclideanPixelMap(ReadOnlyMemory<TPixel> palette)
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public EuclideanPixelMap(Configuration configuration, ReadOnlyMemory<TPixel> palette)
         {
-            Guard.MustBeGreaterThan(palette.Length, 0, nameof(palette));
-
             this.Palette = palette;
-            ReadOnlySpan<TPixel> paletteSpan = this.Palette.Span;
+            this.vectorCache = new Vector4[palette.Length];
-            this.vectorCache = new ConcurrentDictionary<int, Vector4>();
-            this.distanceCache = new ConcurrentDictionary<TPixel, int>();
 
-            for (int i = 0; i < paletteSpan.Length; i++)
+            // Use the same rules across all target frameworks.
-            {
+            this.distanceCache = new ConcurrentDictionary<TPixel, int>(Environment.ProcessorCount, 31);
-                this.vectorCache[i] = paletteSpan[i].ToScaledVector4();
+            PixelOperations<TPixel>.Instance.ToVector4(configuration, this.Palette.Span, this.vectorCache);
-            }
         }
 
-        /// <inheritdoc/>
+        /// <summary>
-        public ReadOnlyMemory<TPixel> Palette { get; }
+        /// Gets the color palette of this <see cref="EuclideanPixelMap{TPixel}"/>.
-
+        /// The palette memory is owned by the palette source that created it.
-        /// <inheritdoc/>
+        /// </summary>
-        public override bool Equals(object obj)
+        public ReadOnlyMemory<TPixel> Palette
-            => obj is EuclideanPixelMap<TPixel> map && this.Equals(map);
+        {
-
+            [MethodImpl(InliningOptions.ShortMethod)]
-        /// <inheritdoc/>
+            get;
-        public bool Equals(EuclideanPixelMap<TPixel> other)
+        }
-            => this.Palette.Equals(other.Palette);
 
-        /// <inheritdoc/>
+        /// <summary>
+        /// Returns the closest color in the palette and the index of that pixel.
+        /// The palette contents must match the one used in the constructor.
+        /// </summary>
+        /// <param name="color">The color to match.</param>
+        /// <param name="match">The matched color.</param>
+        /// <returns>The <see cref="int"/> index.</returns>
         [MethodImpl(InliningOptions.ShortMethod)]
         public int GetClosestColor(TPixel color, out TPixel match)
         {
-            ReadOnlySpan<TPixel> paletteSpan = this.Palette.Span;
+            ref TPixel paletteRef = ref MemoryMarshal.GetReference(this.Palette.Span);
 
             // Check if the color is in the lookup table
-            if (this.distanceCache.TryGetValue(color, out int index))
+            if (!this.distanceCache.TryGetValue(color, out int index))
             {
-                match = paletteSpan[index];
+                return this.GetClosestColorSlow(color, ref paletteRef, out match);
-                return index;
             }
 
-            return this.GetClosestColorSlow(color, paletteSpan, out match);
+            match = Unsafe.Add(ref paletteRef, index);
+            return index;
         }
 
-        /// <inheritdoc/>
-        public override int GetHashCode()
-            => this.vectorCache.GetHashCode();
-
         [MethodImpl(InliningOptions.ShortMethod)]
-        private int GetClosestColorSlow(TPixel color, ReadOnlySpan<TPixel> palette, out TPixel match)
+        private int GetClosestColorSlow(TPixel color, ref TPixel paletteRef, out TPixel match)
         {
             // Loop through the palette and find the nearest match.
             int index = 0;
             float leastDistance = float.MaxValue;
-            Vector4 vector = color.ToScaledVector4();
+            var vector = color.ToVector4();
-
+            ref Vector4 vectorCacheRef = ref MemoryMarshal.GetReference<Vector4>(this.vectorCache);
-            for (int i = 0; i < palette.Length; i++)
+            for (int i = 0; i < this.Palette.Length; i++)
             {
-                Vector4 candidate = this.vectorCache[i];
+                Vector4 candidate = Unsafe.Add(ref vectorCacheRef, i);
                 float distance = Vector4.DistanceSquared(vector, candidate);
 
-                // Less than... assign.
+                // If it's an exact match, exit the loop
+                if (distance == 0)
+                {
+                    index = i;
+                    break;
+                }
+
                 if (distance < leastDistance)
                 {
+                    // Less than... assign.
                     index = i;
                     leastDistance = distance;
-
-                    // And if it's an exact match, exit the loop
-                    if (distance == 0)
-                    {
-                        break;
-                    }
                 }
             }
 
             // Now I have the index, pop it into the cache for next time
             this.distanceCache[color] = index;
-            match = palette[index];
+            match = Unsafe.Add(ref paletteRef, index);
             return index;
         }
     }

src/ImageSharp/Processing/Processors/Quantization/FrameQuantizerExtensions.cs → src/ImageSharp/Processing/Processors/Quantization/FrameQuantizerUtilities.cs

@@ -11,22 +11,40 @@ using SixLabors.ImageSharp.Processing.Processors.Dithering;
 namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 {
     /// <summary>
-    /// Contains extension methods for frame quantizers.
+    /// Contains utility methods for <see cref="IFrameQuantizer{TPixel}"/> instances.
     /// </summary>
-    public static class FrameQuantizerExtensions
+    public static class FrameQuantizerUtilities
     {
+        /// <summary>
+        /// Helper method for throwing an exception when a frame quantizer palette has
+        /// been requested but not built yet.
+        /// </summary>
+        /// <typeparam name="TPixel">The pixel format.</typeparam>
+        /// <param name="palette">The frame quantizer palette.</param>
+        /// <exception cref="InvalidOperationException">
+        /// The palette has not been built via <see cref="IFrameQuantizer{TPixel}.BuildPalette(ImageFrame{TPixel}, Rectangle)"/>
+        /// </exception>
+        public static void CheckPaletteState<TPixel>(in ReadOnlyMemory<TPixel> palette)
+            where TPixel : unmanaged, IPixel<TPixel>
+        {
+            if (palette.Equals(default))
+            {
+                throw new InvalidOperationException("Frame Quantizer palette has not been built.");
+            }
+        }
+
         /// <summary>
         /// Quantizes an image frame and return the resulting output pixels.
         /// </summary>
         /// <typeparam name="TFrameQuantizer">The type of frame quantizer.</typeparam>
         /// <typeparam name="TPixel">The pixel format.</typeparam>
-        /// <param name="quantizer">The frame </param>
+        /// <param name="quantizer">The frame quantizer.</param>
         /// <param name="source">The source image frame to quantize.</param>
         /// <param name="bounds">The bounds within the frame to quantize.</param>
         /// <returns>
-        /// A <see cref="QuantizedFrame{TPixel}"/> representing a quantized version of the source frame pixels.
+        /// A <see cref="IndexedImageFrame{TPixel}"/> representing a quantized version of the source frame pixels.
         /// </returns>
-        public static QuantizedFrame<TPixel> QuantizeFrame<TFrameQuantizer, TPixel>(
+        public static IndexedImageFrame<TPixel> QuantizeFrame<TFrameQuantizer, TPixel>(
             ref TFrameQuantizer quantizer,
             ImageFrame<TPixel> source,
             Rectangle bounds)
@@ -37,35 +55,34 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
             var interest = Rectangle.Intersect(source.Bounds(), bounds);
 
             // Collect the palette. Required before the second pass runs.
-            ReadOnlyMemory<TPixel> palette = quantizer.BuildPalette(source, interest);
+            quantizer.BuildPalette(source, interest);
-            MemoryAllocator memoryAllocator = quantizer.Configuration.MemoryAllocator;
 
-            var quantizedFrame = new QuantizedFrame<TPixel>(memoryAllocator, interest.Width, interest.Height, palette);
+            var destination = new IndexedImageFrame<TPixel>(
-            Memory<byte> output = quantizedFrame.GetWritablePixelMemory();
+                quantizer.Configuration,
+                interest.Width,
+                interest.Height,
+                quantizer.Palette);
 
             if (quantizer.Options.Dither is null)
             {
-                SecondPass(ref quantizer, source, interest, output, palette);
+                SecondPass(ref quantizer, source, destination, interest);
             }
             else
             {
                 // We clone the image as we don't want to alter the original via error diffusion based dithering.
-                using (ImageFrame<TPixel> clone = source.Clone())
+                using ImageFrame<TPixel> clone = source.Clone();
-                {
+                SecondPass(ref quantizer, clone, destination, interest);
-                    SecondPass(ref quantizer, clone, interest, output, palette);
-                }
             }
 
-            return quantizedFrame;
+            return destination;
         }
 
         [MethodImpl(InliningOptions.ShortMethod)]
         private static void SecondPass<TFrameQuantizer, TPixel>(
             ref TFrameQuantizer quantizer,
             ImageFrame<TPixel> source,
-            Rectangle bounds,
+            IndexedImageFrame<TPixel> destination,
-            Memory<byte> output,
+            Rectangle bounds)
-            ReadOnlyMemory<TPixel> palette)
             where TFrameQuantizer : struct, IFrameQuantizer<TPixel>
             where TPixel : unmanaged, IPixel<TPixel>
         {
@@ -73,8 +90,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
             if (dither is null)
             {
-                var operation = new RowIntervalOperation<TFrameQuantizer, TPixel>(quantizer, source, output, bounds, palette);
+                var operation = new RowIntervalOperation<TFrameQuantizer, TPixel>(
-                ParallelRowIterator.IterateRows(
+                    ref quantizer,
+                    source,
+                    destination,
+                    bounds);
+
+                ParallelRowIterator.IterateRowIntervals(
                     quantizer.Configuration,
                     bounds,
                     in operation);
@@ -82,7 +104,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
                 return;
             }
 
-            dither.ApplyQuantizationDither(ref quantizer, palette, source, output, bounds);
+            dither.ApplyQuantizationDither(ref quantizer, source, destination, bounds);
         }
 
         private readonly struct RowIntervalOperation<TFrameQuantizer, TPixel> : IRowIntervalOperation
@@ -91,43 +113,36 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         {
             private readonly TFrameQuantizer quantizer;
             private readonly ImageFrame<TPixel> source;
-            private readonly Memory<byte> output;
+            private readonly IndexedImageFrame<TPixel> destination;
             private readonly Rectangle bounds;
-            private readonly ReadOnlyMemory<TPixel> palette;
 
             [MethodImpl(InliningOptions.ShortMethod)]
             public RowIntervalOperation(
-                in TFrameQuantizer quantizer,
+                ref TFrameQuantizer quantizer,
                 ImageFrame<TPixel> source,
-                Memory<byte> output,
+                IndexedImageFrame<TPixel> destination,
-                Rectangle bounds,
+                Rectangle bounds)
-                ReadOnlyMemory<TPixel> palette)
             {
                 this.quantizer = quantizer;
                 this.source = source;
-                this.output = output;
+                this.destination = destination;
                 this.bounds = bounds;
-                this.palette = palette;
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
             public void Invoke(in RowInterval rows)
             {
-                ReadOnlySpan<TPixel> paletteSpan = this.palette.Span;
-                Span<byte> outputSpan = this.output.Span;
-                int width = this.bounds.Width;
                 int offsetY = this.bounds.Top;
                 int offsetX = this.bounds.Left;
 
                 for (int y = rows.Min; y < rows.Max; y++)
                 {
-                    Span<TPixel> row = this.source.GetPixelRowSpan(y);
+                    Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y);
-                    int rowStart = (y - offsetY) * width;
+                    Span<byte> destinationRow = this.destination.GetWritablePixelRowSpanUnsafe(y - offsetY);
 
-                    // TODO: This can be a bulk operation.
                     for (int x = this.bounds.Left; x < this.bounds.Right; x++)
                     {
-                        outputSpan[rowStart + x - offsetX] = this.quantizer.GetQuantizedColor(row[x], paletteSpan, out TPixel _);
+                        destinationRow[x - offsetX] = Unsafe.AsRef(this.quantizer).GetQuantizedColor(sourceRow[x], out TPixel _);
                     }
                 }
             }

src/ImageSharp/Processing/Processors/Quantization/IFrameQuantizer{TPixel}.cs

@@ -24,33 +24,37 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         QuantizerOptions Options { get; }
 
         /// <summary>
-        /// Quantizes an image frame and return the resulting output pixels.
+        /// Gets the quantized color palette.
         /// </summary>
-        /// <param name="source">The source image frame to quantize.</param>
+        /// <exception cref="InvalidOperationException">
-        /// <param name="bounds">The bounds within the frame to quantize.</param>
+        /// The palette has not been built via <see cref="BuildPalette(ImageFrame{TPixel}, Rectangle)"/>.
-        /// <returns>
+        /// </exception>
-        /// A <see cref="QuantizedFrame{TPixel}"/> representing a quantized version of the source frame pixels.
+        ReadOnlyMemory<TPixel> Palette { get; }
-        /// </returns>
-        QuantizedFrame<TPixel> QuantizeFrame(
-            ImageFrame<TPixel> source,
-            Rectangle bounds);
 
         /// <summary>
         /// Builds the quantized palette from the given image frame and bounds.
         /// </summary>
         /// <param name="source">The source image frame.</param>
         /// <param name="bounds">The region of interest bounds.</param>
-        /// <returns>The <see cref="ReadOnlyMemory{TPixel}"/> palette.</returns>
+        void BuildPalette(ImageFrame<TPixel> source, Rectangle bounds);
-        ReadOnlyMemory<TPixel> BuildPalette(ImageFrame<TPixel> source, Rectangle bounds);
+
+        /// <summary>
+        /// Quantizes an image frame and return the resulting output pixels.
+        /// </summary>
+        /// <param name="source">The source image frame to quantize.</param>
+        /// <param name="bounds">The bounds within the frame to quantize.</param>
+        /// <returns>
+        /// A <see cref="IndexedImageFrame{TPixel}"/> representing a quantized version of the source frame pixels.
+        /// </returns>
+        IndexedImageFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds);
 
         /// <summary>
-        /// Returns the index and color from the quantized palette corresponding to the give to the given color.
+        /// Returns the index and color from the quantized palette corresponding to the given color.
         /// </summary>
         /// <param name="color">The color to match.</param>
-        /// <param name="palette">The output color palette.</param>
         /// <param name="match">The matched color.</param>
         /// <returns>The <see cref="byte"/> index.</returns>
-        public byte GetQuantizedColor(TPixel color, ReadOnlySpan<TPixel> palette, out TPixel match);
+        byte GetQuantizedColor(TPixel color, out TPixel match);
 
         // TODO: Enable bulk operations.
         // void GetQuantizedColors(ReadOnlySpan<TPixel> colors, ReadOnlySpan<TPixel> palette, Span<byte> indices, Span<TPixel> matches);

src/ImageSharp/Processing/Processors/Quantization/IPixelMap{TPixel}.cs

@@ -1,30 +0,0 @@
-// Copyright (c) Six Labors and contributors.
-// Licensed under the Apache License, Version 2.0.
-
-using System;
-using SixLabors.ImageSharp.PixelFormats;
-
-namespace SixLabors.ImageSharp.Processing.Processors.Quantization
-{
-    /// <summary>
-    /// Allows the mapping of input colors to colors within a given palette.
-    /// TODO: Expose this somehow.
-    /// </summary>
-    /// <typeparam name="TPixel">The pixel format.</typeparam>
-    internal interface IPixelMap<TPixel>
-        where TPixel : unmanaged, IPixel<TPixel>
-    {
-        /// <summary>
-        /// Gets the color palette containing colors to match.
-        /// </summary>
-        ReadOnlyMemory<TPixel> Palette { get; }
-
-        /// <summary>
-        /// Returns the closest color in the palette and the index of that pixel.
-        /// </summary>
-        /// <param name="color">The color to match.</param>
-        /// <param name="match">The matched color.</param>
-        /// <returns>The <see cref="int"/> index.</returns>
-        int GetClosestColor(TPixel color, out TPixel match);
-    }
-}

src/ImageSharp/Processing/Processors/Quantization/IndexedImageFrame{TPixel}.cs

@@ -0,0 +1,116 @@
+// Copyright (c) Six Labors and contributors.
+// Licensed under the Apache License, Version 2.0.
+
+using System;
+using System.Buffers;
+using System.Runtime.CompilerServices;
+using SixLabors.ImageSharp.Memory;
+using SixLabors.ImageSharp.PixelFormats;
+
+namespace SixLabors.ImageSharp.Processing.Processors.Quantization
+{
+    /// <summary>
+    /// A pixel-specific image frame where each pixel buffer value represents an index in a color palette.
+    /// </summary>
+    /// <typeparam name="TPixel">The pixel format.</typeparam>
+    public sealed class IndexedImageFrame<TPixel> : IDisposable
+        where TPixel : unmanaged, IPixel<TPixel>
+    {
+        private IMemoryOwner<byte> pixelsOwner;
+        private IMemoryOwner<TPixel> paletteOwner;
+        private bool isDisposed;
+
+        /// <summary>
+        /// Initializes a new instance of the <see cref="IndexedImageFrame{TPixel}"/> class.
+        /// </summary>
+        /// <param name="configuration">
+        /// The configuration which allows altering default behaviour or extending the library.
+        /// </param>
+        /// <param name="width">The frame width.</param>
+        /// <param name="height">The frame height.</param>
+        /// <param name="palette">The color palette.</param>
+        internal IndexedImageFrame(Configuration configuration, int width, int height, ReadOnlyMemory<TPixel> palette)
+        {
+            Guard.NotNull(configuration, nameof(configuration));
+            Guard.MustBeLessThanOrEqualTo(palette.Length, QuantizerConstants.MaxColors, nameof(palette));
+            Guard.MustBeGreaterThan(width, 0, nameof(width));
+            Guard.MustBeGreaterThan(height, 0, nameof(height));
+
+            this.Configuration = configuration;
+            this.Width = width;
+            this.Height = height;
+            this.pixelsOwner = configuration.MemoryAllocator.AllocateManagedByteBuffer(width * height);
+
+            // Copy the palette over. We want the lifetime of this frame to be independant of any palette source.
+            this.paletteOwner = configuration.MemoryAllocator.Allocate<TPixel>(palette.Length);
+            palette.Span.CopyTo(this.paletteOwner.GetSpan());
+            this.Palette = this.paletteOwner.Memory.Slice(0, palette.Length);
+        }
+
+        /// <summary>
+        /// Gets the configuration which allows altering default behaviour or extending the library.
+        /// </summary>
+        public Configuration Configuration { get; }
+
+        /// <summary>
+        /// Gets the width of this <see cref="IndexedImageFrame{TPixel}"/>.
+        /// </summary>
+        public int Width { get; }
+
+        /// <summary>
+        /// Gets the height of this <see cref="IndexedImageFrame{TPixel}"/>.
+        /// </summary>
+        public int Height { get; }
+
+        /// <summary>
+        /// Gets the color palette of this <see cref="IndexedImageFrame{TPixel}"/>.
+        /// </summary>
+        public ReadOnlyMemory<TPixel> Palette { get; }
+
+        /// <summary>
+        /// Gets the pixels of this <see cref="IndexedImageFrame{TPixel}"/>.
+        /// </summary>
+        /// <returns>The <see cref="ReadOnlySpan{T}"/></returns>
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public ReadOnlySpan<byte> GetPixelBufferSpan() => this.pixelsOwner.GetSpan(); // TODO: Buffer2D<byte>
+
+        /// <summary>
+        /// Gets the representation of the pixels as a <see cref="ReadOnlySpan{T}"/> of contiguous memory
+        /// at row <paramref name="rowIndex"/> beginning from the the first pixel on that row.
+        /// </summary>
+        /// <param name="rowIndex">The row index in the pixel buffer.</param>
+        /// <returns>The pixel row as a <see cref="ReadOnlySpan{T}"/>.</returns>
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public ReadOnlySpan<byte> GetPixelRowSpan(int rowIndex)
+            => this.GetWritablePixelRowSpanUnsafe(rowIndex);
+
+        /// <summary>
+        /// <para>
+        /// Gets the representation of the pixels as a <see cref="Span{T}"/> of contiguous memory
+        /// at row <paramref name="rowIndex"/> beginning from the the first pixel on that row.
+        /// </para>
+        /// <para>
+        /// Note: Values written to this span are not sanitized against the palette length.
+        /// Care should be taken during assignment to prevent out-of-bounds errors.
+        /// </para>
+        /// </summary>
+        /// <param name="rowIndex">The row index in the pixel buffer.</param>
+        /// <returns>The pixel row as a <see cref="Span{T}"/>.</returns>
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public Span<byte> GetWritablePixelRowSpanUnsafe(int rowIndex)
+            => this.pixelsOwner.GetSpan().Slice(rowIndex * this.Width, this.Width);
+
+        /// <inheritdoc/>
+        public void Dispose()
+        {
+            if (!this.isDisposed)
+            {
+                this.isDisposed = true;
+                this.pixelsOwner.Dispose();
+                this.paletteOwner.Dispose();
+                this.pixelsOwner = null;
+                this.paletteOwner = null;
+            }
+        }
+    }
+}

src/ImageSharp/Processing/Processors/Quantization/OctreeFrameQuantizer{TPixel}.cs

@@ -3,9 +3,9 @@
 
 using System;
 using System.Buffers;
-using System.Collections.Generic;
 using System.Numerics;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.Memory;
 using SixLabors.ImageSharp.PixelFormats;
@@ -20,10 +20,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     public struct OctreeFrameQuantizer<TPixel> : IFrameQuantizer<TPixel>
         where TPixel : unmanaged, IPixel<TPixel>
     {
-        private readonly int colors;
+        private readonly int maxColors;
         private readonly Octree octree;
+        private IMemoryOwner<TPixel> paletteOwner;
+        private ReadOnlyMemory<TPixel> palette;
         private EuclideanPixelMap<TPixel> pixelMap;
         private readonly bool isDithering;
+        private bool isDisposed;
 
         /// <summary>
         /// Initializes a new instance of the <see cref="OctreeFrameQuantizer{TPixel}"/> struct.
@@ -39,10 +42,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
             this.Configuration = configuration;
             this.Options = options;
 
-            this.colors = this.Options.MaxColors;
+            this.maxColors = this.Options.MaxColors;
-            this.octree = new Octree(ImageMaths.GetBitsNeededForColorDepth(this.colors).Clamp(1, 8));
+            this.octree = new Octree(ImageMaths.GetBitsNeededForColorDepth(this.maxColors).Clamp(1, 8));
+            this.paletteOwner = configuration.MemoryAllocator.Allocate<TPixel>(this.maxColors, AllocationOptions.Clean);
+            this.palette = default;
             this.pixelMap = default;
             this.isDithering = !(this.Options.Dither is null);
+            this.isDisposed = false;
         }
 
         /// <inheritdoc/>
@@ -52,13 +58,18 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         public QuantizerOptions Options { get; }
 
         /// <inheritdoc/>
-        [MethodImpl(InliningOptions.ShortMethod)]
+        public ReadOnlyMemory<TPixel> Palette
-        public QuantizedFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
+        {
-            => FrameQuantizerExtensions.QuantizeFrame(ref this, source, bounds);
+            get
+            {
+                FrameQuantizerUtilities.CheckPaletteState(in this.palette);
+                return this.palette;
+            }
+        }
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public ReadOnlyMemory<TPixel> BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
+        public void BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
         {
             using IMemoryOwner<Rgba32> buffer = this.Configuration.MemoryAllocator.Allocate<Rgba32>(bounds.Width);
             Span<Rgba32> bufferSpan = buffer.GetSpan();
@@ -78,32 +89,49 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
                 }
             }
 
-            TPixel[] palette = this.octree.Palletize(this.colors);
+            Span<TPixel> paletteSpan = this.paletteOwner.GetSpan();
-            this.pixelMap = new EuclideanPixelMap<TPixel>(palette);
+            int paletteIndex = 0;
+            this.octree.Palletize(paletteSpan, this.maxColors, ref paletteIndex);
+
+            // Length of reduced palette + transparency.
+            ReadOnlyMemory<TPixel> result = this.paletteOwner.Memory.Slice(0, Math.Min(paletteIndex + 2, QuantizerConstants.MaxColors));
+            this.pixelMap = new EuclideanPixelMap<TPixel>(this.Configuration, result);
 
-            return palette;
+            this.palette = result;
         }
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public byte GetQuantizedColor(TPixel color, ReadOnlySpan<TPixel> palette, out TPixel match)
+        public readonly IndexedImageFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
+            => FrameQuantizerUtilities.QuantizeFrame(ref Unsafe.AsRef(this), source, bounds);
+
+        /// <inheritdoc/>
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public readonly byte GetQuantizedColor(TPixel color, out TPixel match)
         {
             // Octree only maps the RGB component of a color
             // so cannot tell the difference between a fully transparent
             // pixel and a black one.
-            if (!this.isDithering && !color.Equals(default))
+            if (this.isDithering || color.Equals(default))
             {
-                var index = (byte)this.octree.GetPaletteIndex(color);
+                return (byte)this.pixelMap.GetClosestColor(color, out match);
-                match = palette[index];
-                return index;
             }
 
-            return (byte)this.pixelMap.GetClosestColor(color, out match);
+            ref TPixel paletteRef = ref MemoryMarshal.GetReference(this.pixelMap.Palette.Span);
+            var index = (byte)this.octree.GetPaletteIndex(color);
+            match = Unsafe.Add(ref paletteRef, index);
+            return index;
         }
 
         /// <inheritdoc/>
         public void Dispose()
         {
+            if (!this.isDisposed)
+            {
+                this.isDisposed = true;
+                this.paletteOwner.Dispose();
+                this.paletteOwner = null;
+            }
         }
 
         /// <summary>
@@ -111,21 +139,6 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// </summary>
         private sealed class Octree
         {
-            /// <summary>
-            /// Mask used when getting the appropriate pixels for a given node.
-            /// </summary>
-            private static readonly byte[] Mask = new byte[]
-            {
-                0b10000000,
-                0b1000000,
-                0b100000,
-                0b10000,
-                0b1000,
-                0b100,
-                0b10,
-                0b1
-            };
-
             /// <summary>
             /// The root of the Octree
             /// </summary>
@@ -162,6 +175,21 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
                 this.previousNode = null;
             }
 
+            /// <summary>
+            /// Gets the mask used when getting the appropriate pixels for a given node.
+            /// </summary>
+            private static ReadOnlySpan<byte> Mask => new byte[]
+            {
+                0b10000000,
+                0b1000000,
+                0b100000,
+                0b10000,
+                0b1000,
+                0b100,
+                0b10,
+                0b1
+            };
+
             /// <summary>
             /// Gets or sets the number of leaves in the tree
             /// </summary>
@@ -216,26 +244,18 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
             /// <summary>
             /// Convert the nodes in the Octree to a palette with a maximum of colorCount colors
             /// </summary>
+            /// <param name="palette">The palette to fill.</param>
             /// <param name="colorCount">The maximum number of colors</param>
-            /// <returns>
+            /// <param name="paletteIndex">The palette index, used to calculate the final size of the palette.</param>
-            /// An <see cref="List{TPixel}"/> with the palletized colors
-            /// </returns>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public TPixel[] Palletize(int colorCount)
+            public void Palletize(Span<TPixel> palette, int colorCount, ref int paletteIndex)
             {
                 while (this.Leaves > colorCount - 1)
                 {
                     this.Reduce();
                 }
 
-                // Now palletize the nodes
-                var palette = new TPixel[colorCount];
-
-                int paletteIndex = 0;
                 this.root.ConstructPalette(palette, ref paletteIndex);
-
-                // And return the palette
-                return palette;
             }
 
             /// <summary>
@@ -437,12 +457,16 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
                 /// <param name="palette">The palette</param>
                 /// <param name="index">The current palette index</param>
                 [MethodImpl(InliningOptions.ColdPath)]
-                public void ConstructPalette(TPixel[] palette, ref int index)
+                public void ConstructPalette(Span<TPixel> palette, ref int index)
                 {
                     if (this.leaf)
                     {
                         // Set the color of the palette entry
-                        var vector = Vector3.Clamp(new Vector3(this.red, this.green, this.blue) / this.pixelCount, Vector3.Zero, new Vector3(255));
+                        var vector = Vector3.Clamp(
+                            new Vector3(this.red, this.green, this.blue) / this.pixelCount,
+                            Vector3.Zero,
+                            new Vector3(255));
+
                         TPixel pixel = default;
                         pixel.FromRgba32(new Rgba32((byte)vector.X, (byte)vector.Y, (byte)vector.Z, byte.MaxValue));
                         palette[index] = pixel;
@@ -513,11 +537,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
                 [MethodImpl(InliningOptions.ShortMethod)]
                 private static int GetColorIndex(ref Rgba32 color, int level)
                 {
+                    DebugGuard.MustBeLessThan(level, Mask.Length, nameof(level));
+
                     int shift = 7 - level;
-                    byte mask = Mask[level];
+                    ref byte maskRef = ref MemoryMarshal.GetReference(Mask);
+                    byte mask = Unsafe.Add(ref maskRef, level);
+
                     return ((color.R & mask) >> shift)
-                         | ((color.G & mask) >> (shift - 1))
+                           | ((color.G & mask) >> (shift - 1))
-                         | ((color.B & mask) >> (shift - 2));
+                           | ((color.B & mask) >> (shift - 2));
                 }
 
                 /// <summary>

src/ImageSharp/Processing/Processors/Quantization/OctreeQuantizer.cs

@@ -11,12 +11,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     /// </summary>
     public class OctreeQuantizer : IQuantizer
     {
+        private static readonly QuantizerOptions DefaultOptions = new QuantizerOptions();
+
         /// <summary>
         /// Initializes a new instance of the <see cref="OctreeQuantizer"/> class
         /// using the default <see cref="QuantizerOptions"/>.
         /// </summary>
         public OctreeQuantizer()
-            : this(new QuantizerOptions())
+            : this(DefaultOptions)
         {
         }
 

src/ImageSharp/Processing/Processors/Quantization/PaletteFrameQuantizer{TPixel}.cs

@@ -15,7 +15,6 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     internal struct PaletteFrameQuantizer<TPixel> : IFrameQuantizer<TPixel>
         where TPixel : unmanaged, IPixel<TPixel>
     {
-        private readonly ReadOnlyMemory<TPixel> palette;
         private readonly EuclideanPixelMap<TPixel> pixelMap;
 
         /// <summary>
@@ -23,18 +22,19 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// </summary>
         /// <param name="configuration">The configuration which allows altering default behaviour or extending the library.</param>
         /// <param name="options">The quantizer options defining quantization rules.</param>
-        /// <param name="colors">A <see cref="ReadOnlyMemory{TPixel}"/> containing all colors in the palette.</param>
+        /// <param name="pixelMap">The pixel map for looking up color matches from a predefined palette.</param>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public PaletteFrameQuantizer(Configuration configuration, QuantizerOptions options, ReadOnlyMemory<TPixel> colors)
+        public PaletteFrameQuantizer(
+            Configuration configuration,
+            QuantizerOptions options,
+            EuclideanPixelMap<TPixel> pixelMap)
         {
             Guard.NotNull(configuration, nameof(configuration));
             Guard.NotNull(options, nameof(options));
 
             this.Configuration = configuration;
             this.Options = options;
-
+            this.pixelMap = pixelMap;
-            this.palette = colors;
-            this.pixelMap = new EuclideanPixelMap<TPixel>(colors);
         }
 
         /// <inheritdoc/>
@@ -43,19 +43,23 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <inheritdoc/>
         public QuantizerOptions Options { get; }
 
+        /// <inheritdoc/>
+        public ReadOnlyMemory<TPixel> Palette => this.pixelMap.Palette;
+
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public QuantizedFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
+        public readonly IndexedImageFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
-            => FrameQuantizerExtensions.QuantizeFrame(ref this, source, bounds);
+            => FrameQuantizerUtilities.QuantizeFrame(ref Unsafe.AsRef(this), source, bounds);
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public ReadOnlyMemory<TPixel> BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
+        public void BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
-            => this.palette;
+        {
+        }
 
         /// <inheritdoc/>
         [MethodImpl(InliningOptions.ShortMethod)]
-        public byte GetQuantizedColor(TPixel color, ReadOnlySpan<TPixel> palette, out TPixel match)
+        public readonly byte GetQuantizedColor(TPixel color, out TPixel match)
             => (byte)this.pixelMap.GetClosestColor(color, out match);
 
         /// <inheritdoc/>

src/ImageSharp/Processing/Processors/Quantization/PaletteQuantizer.cs

@@ -11,12 +11,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     /// </summary>
     public class PaletteQuantizer : IQuantizer
     {
+        private static readonly QuantizerOptions DefaultOptions = new QuantizerOptions();
+        private readonly ReadOnlyMemory<Color> colorPalette;
+
         /// <summary>
         /// Initializes a new instance of the <see cref="PaletteQuantizer"/> class.
         /// </summary>
         /// <param name="palette">The color palette.</param>
         public PaletteQuantizer(ReadOnlyMemory<Color> palette)
-            : this(palette, new QuantizerOptions())
+            : this(palette, DefaultOptions)
         {
         }
 
@@ -30,15 +33,10 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
             Guard.MustBeGreaterThan(palette.Length, 0, nameof(palette));
             Guard.NotNull(options, nameof(options));
 
-            this.Palette = palette;
+            this.colorPalette = palette;
             this.Options = options;
         }
 
-        /// <summary>
-        /// Gets the color palette.
-        /// </summary>
-        public ReadOnlyMemory<Color> Palette { get; }
-
         /// <inheritdoc />
         public QuantizerOptions Options { get; }
 
@@ -53,11 +51,16 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         {
             Guard.NotNull(options, nameof(options));
 
-            int length = Math.Min(this.Palette.Span.Length, options.MaxColors);
+            // The palette quantizer can reuse the same pixel map across multiple frames
+            // since the palette is unchanging. This allows a reduction of memory usage across
+            // multi frame gifs using a global palette.
+            int length = Math.Min(this.colorPalette.Length, options.MaxColors);
             var palette = new TPixel[length];
 
-            Color.ToPixel(configuration, this.Palette.Span, palette.AsSpan());
+            Color.ToPixel(configuration, this.colorPalette.Span, palette.AsSpan());
-            return new PaletteFrameQuantizer<TPixel>(configuration, options, palette);
+
+            var pixelMap = new EuclideanPixelMap<TPixel>(configuration, palette);
+            return new PaletteFrameQuantizer<TPixel>(configuration, options, pixelMap);
         }
     }
 }

src/ImageSharp/Processing/Processors/Quantization/QuantizeProcessor{TPixel}.cs

@@ -39,10 +39,10 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
             Configuration configuration = this.Configuration;
             using IFrameQuantizer<TPixel> frameQuantizer = this.quantizer.CreateFrameQuantizer<TPixel>(configuration);
-            using QuantizedFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(source, interest);
+            using IndexedImageFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(source, interest);
 
             var operation = new RowIntervalOperation(this.SourceRectangle, source, quantized);
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 configuration,
                 interest,
                 in operation);
@@ -52,13 +52,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         {
             private readonly Rectangle bounds;
             private readonly ImageFrame<TPixel> source;
-            private readonly QuantizedFrame<TPixel> quantized;
+            private readonly IndexedImageFrame<TPixel> quantized;
 
             [MethodImpl(InliningOptions.ShortMethod)]
             public RowIntervalOperation(
                 Rectangle bounds,
                 ImageFrame<TPixel> source,
-                QuantizedFrame<TPixel> quantized)
+                IndexedImageFrame<TPixel> quantized)
             {
                 this.bounds = bounds;
                 this.source = source;
@@ -68,7 +68,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
             [MethodImpl(InliningOptions.ShortMethod)]
             public void Invoke(in RowInterval rows)
             {
-                ReadOnlySpan<byte> quantizedPixelSpan = this.quantized.GetPixelSpan();
+                ReadOnlySpan<byte> quantizedPixelSpan = this.quantized.GetPixelBufferSpan();
                 ReadOnlySpan<TPixel> paletteSpan = this.quantized.Palette.Span;
                 int offsetY = this.bounds.Top;
                 int offsetX = this.bounds.Left;

src/ImageSharp/Processing/Processors/Quantization/QuantizedFrame{TPixel}.cs

@@ -1,91 +0,0 @@
-// Copyright (c) Six Labors and contributors.
-// Licensed under the Apache License, Version 2.0.
-
-using System;
-using System.Buffers;
-using System.Runtime.CompilerServices;
-using SixLabors.ImageSharp.Memory;
-using SixLabors.ImageSharp.PixelFormats;
-
-namespace SixLabors.ImageSharp.Processing.Processors.Quantization
-{
-    /// <summary>
-    /// Represents a quantized image frame where the pixels indexed by a color palette.
-    /// </summary>
-    /// <typeparam name="TPixel">The pixel format.</typeparam>
-    public sealed class QuantizedFrame<TPixel> : IDisposable
-        where TPixel : unmanaged, IPixel<TPixel>
-    {
-        private IMemoryOwner<byte> pixels;
-        private bool isDisposed;
-
-        /// <summary>
-        /// Initializes a new instance of the <see cref="QuantizedFrame{TPixel}"/> class.
-        /// </summary>
-        /// <param name="memoryAllocator">Used to allocated memory for image processing operations.</param>
-        /// <param name="width">The image width.</param>
-        /// <param name="height">The image height.</param>
-        /// <param name="palette">The color palette.</param>
-        internal QuantizedFrame(MemoryAllocator memoryAllocator, int width, int height, ReadOnlyMemory<TPixel> palette)
-        {
-            Guard.MustBeGreaterThan(width, 0, nameof(width));
-            Guard.MustBeGreaterThan(height, 0, nameof(height));
-
-            this.Width = width;
-            this.Height = height;
-            this.Palette = palette;
-            this.pixels = memoryAllocator.AllocateManagedByteBuffer(width * height, AllocationOptions.Clean);
-        }
-
-        /// <summary>
-        /// Gets the width of this <see cref="QuantizedFrame{TPixel}"/>.
-        /// </summary>
-        public int Width { get; }
-
-        /// <summary>
-        /// Gets the height of this <see cref="QuantizedFrame{TPixel}"/>.
-        /// </summary>
-        public int Height { get; }
-
-        /// <summary>
-        /// Gets the color palette of this <see cref="QuantizedFrame{TPixel}"/>.
-        /// </summary>
-        public ReadOnlyMemory<TPixel> Palette { get; private set; }
-
-        /// <summary>
-        /// Gets the pixels of this <see cref="QuantizedFrame{TPixel}"/>.
-        /// </summary>
-        /// <returns>The <see cref="Span{T}"/></returns>
-        [MethodImpl(InliningOptions.ShortMethod)]
-        public ReadOnlySpan<byte> GetPixelSpan() => this.pixels.GetSpan();
-
-        /// <summary>
-        /// Gets the representation of the pixels as a <see cref="Span{T}"/> of contiguous memory
-        /// at row <paramref name="rowIndex"/> beginning from the the first pixel on that row.
-        /// </summary>
-        /// <param name="rowIndex">The row.</param>
-        /// <returns>The pixel row as a <see cref="ReadOnlySpan{T}"/>.</returns>
-        [MethodImpl(InliningOptions.ShortMethod)]
-        public ReadOnlySpan<byte> GetRowSpan(int rowIndex)
-            => this.GetPixelSpan().Slice(rowIndex * this.Width, this.Width);
-
-        /// <inheritdoc/>
-        public void Dispose()
-        {
-            if (this.isDisposed)
-            {
-                return;
-            }
-
-            this.isDisposed = true;
-            this.pixels?.Dispose();
-            this.pixels = null;
-            this.Palette = null;
-        }
-
-        /// <summary>
-        /// Get the non-readonly memory of pixel data so <see cref="IFrameQuantizer{TPixel}"/> can fill it.
-        /// </summary>
-        internal Memory<byte> GetWritablePixelMemory() => this.pixels.Memory;
-    }
-}

src/ImageSharp/Processing/Processors/Quantization/WebSafePaletteQuantizer.cs

@@ -10,11 +10,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     /// </summary>
     public class WebSafePaletteQuantizer : PaletteQuantizer
     {
+        private static readonly QuantizerOptions DefaultOptions = new QuantizerOptions();
+
         /// <summary>
         /// Initializes a new instance of the <see cref="WebSafePaletteQuantizer" /> class.
         /// </summary>
         public WebSafePaletteQuantizer()
-            : this(new QuantizerOptions())
+            : this(DefaultOptions)
         {
         }
 

src/ImageSharp/Processing/Processors/Quantization/WernerPaletteQuantizer.cs

@@ -9,11 +9,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     /// </summary>
     public class WernerPaletteQuantizer : PaletteQuantizer
     {
+        private static readonly QuantizerOptions DefaultOptions = new QuantizerOptions();
+
         /// <summary>
         /// Initializes a new instance of the <see cref="WernerPaletteQuantizer" /> class.
         /// </summary>
         public WernerPaletteQuantizer()
-            : this(new QuantizerOptions())
+            : this(DefaultOptions)
         {
         }
 

src/ImageSharp/Processing/Processors/Quantization/WuFrameQuantizer{TPixel}.cs

@@ -5,6 +5,7 @@ using System;
 using System.Buffers;
 using System.Numerics;
 using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
 using SixLabors.ImageSharp.Advanced;
 using SixLabors.ImageSharp.Memory;
 using SixLabors.ImageSharp.PixelFormats;
@@ -65,30 +66,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// </summary>
         private const int TableLength = IndexCount * IndexCount * IndexCount * IndexAlphaCount;
 
-        /// <summary>
+        private IMemoryOwner<Moment> momentsOwner;
-        /// Color moments.
+        private IMemoryOwner<byte> tagsOwner;
-        /// </summary>
+        private IMemoryOwner<TPixel> paletteOwner;
-        private IMemoryOwner<Moment> moments;
+        private ReadOnlyMemory<TPixel> palette;
-
+        private int maxColors;
-        /// <summary>
-        /// Color space tag.
-        /// </summary>
-        private IMemoryOwner<byte> tag;
-
-        /// <summary>
-        /// Maximum allowed color depth
-        /// </summary>
-        private int colors;
-
-        /// <summary>
-        /// The color cube representing the image palette
-        /// </summary>
         private readonly Box[] colorCube;
-
         private EuclideanPixelMap<TPixel> pixelMap;
-
         private readonly bool isDithering;
-
         private bool isDisposed;
 
         /// <summary>
@@ -104,11 +89,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
             this.Configuration = configuration;
             this.Options = options;
+            this.maxColors = this.Options.MaxColors;
             this.memoryAllocator = this.Configuration.MemoryAllocator;
-            this.moments = this.memoryAllocator.Allocate<Moment>(TableLength, AllocationOptions.Clean);
+            this.momentsOwner = this.memoryAllocator.Allocate<Moment>(TableLength, AllocationOptions.Clean);
-            this.tag = this.memoryAllocator.Allocate<byte>(TableLength, AllocationOptions.Clean);
+            this.tagsOwner = this.memoryAllocator.Allocate<byte>(TableLength, AllocationOptions.Clean);
-            this.colors = this.Options.MaxColors;
+            this.paletteOwner = this.memoryAllocator.Allocate<TPixel>(this.maxColors, AllocationOptions.Clean);
-            this.colorCube = new Box[this.colors];
+            this.palette = default;
+            this.colorCube = new Box[this.maxColors];
             this.isDisposed = false;
             this.pixelMap = default;
             this.isDithering = this.isDithering = !(this.Options.Dither is null);
@@ -121,21 +108,25 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         public QuantizerOptions Options { get; }
 
         /// <inheritdoc/>
-        [MethodImpl(InliningOptions.ShortMethod)]
+        public ReadOnlyMemory<TPixel> Palette
-        public QuantizedFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
+        {
-            => FrameQuantizerExtensions.QuantizeFrame(ref this, source, bounds);
+            get
+            {
+                FrameQuantizerUtilities.CheckPaletteState(in this.palette);
+                return this.palette;
+            }
+        }
 
         /// <inheritdoc/>
-        public ReadOnlyMemory<TPixel> BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
+        public void BuildPalette(ImageFrame<TPixel> source, Rectangle bounds)
         {
             this.Build3DHistogram(source, bounds);
             this.Get3DMoments(this.memoryAllocator);
             this.BuildCube();
 
-            var palette = new TPixel[this.colors];
+            ReadOnlySpan<Moment> momentsSpan = this.momentsOwner.GetSpan();
-            ReadOnlySpan<Moment> momentsSpan = this.moments.GetSpan();
+            Span<TPixel> paletteSpan = this.paletteOwner.GetSpan();
-
+            for (int k = 0; k < this.maxColors; k++)
-            for (int k = 0; k < this.colors; k++)
             {
                 this.Mark(ref this.colorCube[k], (byte)k);
 
@@ -143,50 +134,57 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
                 if (moment.Weight > 0)
                 {
-                    ref TPixel color = ref palette[k];
+                    ref TPixel color = ref paletteSpan[k];
                     color.FromScaledVector4(moment.Normalize());
                 }
             }
 
-            this.pixelMap = new EuclideanPixelMap<TPixel>(palette);
+            ReadOnlyMemory<TPixel> result = this.paletteOwner.Memory.Slice(0, this.maxColors);
-            return palette;
+            this.pixelMap = new EuclideanPixelMap<TPixel>(this.Configuration, result);
+            this.palette = result;
         }
 
         /// <inheritdoc/>
-        public byte GetQuantizedColor(TPixel color, ReadOnlySpan<TPixel> palette, out TPixel match)
+        [MethodImpl(InliningOptions.ShortMethod)]
+        public readonly IndexedImageFrame<TPixel> QuantizeFrame(ImageFrame<TPixel> source, Rectangle bounds)
+            => FrameQuantizerUtilities.QuantizeFrame(ref Unsafe.AsRef(this), source, bounds);
+
+        /// <inheritdoc/>
+        public readonly byte GetQuantizedColor(TPixel color, out TPixel match)
         {
-            if (!this.isDithering)
+            if (this.isDithering)
             {
-                Rgba32 rgba = default;
+                return (byte)this.pixelMap.GetClosestColor(color, out match);
-                color.ToRgba32(ref rgba);
-
-                int r = rgba.R >> (8 - IndexBits);
-                int g = rgba.G >> (8 - IndexBits);
-                int b = rgba.B >> (8 - IndexBits);
-                int a = rgba.A >> (8 - IndexAlphaBits);
-
-                ReadOnlySpan<byte> tagSpan = this.tag.GetSpan();
-                byte index = tagSpan[GetPaletteIndex(r + 1, g + 1, b + 1, a + 1)];
-                match = palette[index];
-                return index;
             }
 
-            return (byte)this.pixelMap.GetClosestColor(color, out match);
+            Rgba32 rgba = default;
+            color.ToRgba32(ref rgba);
+
+            int r = rgba.R >> (8 - IndexBits);
+            int g = rgba.G >> (8 - IndexBits);
+            int b = rgba.B >> (8 - IndexBits);
+            int a = rgba.A >> (8 - IndexAlphaBits);
+
+            ReadOnlySpan<byte> tagSpan = this.tagsOwner.GetSpan();
+            byte index = tagSpan[GetPaletteIndex(r + 1, g + 1, b + 1, a + 1)];
+            ref TPixel paletteRef = ref MemoryMarshal.GetReference(this.pixelMap.Palette.Span);
+            match = Unsafe.Add(ref paletteRef, index);
+            return index;
         }
 
         /// <inheritdoc/>
         public void Dispose()
         {
-            if (this.isDisposed)
+            if (!this.isDisposed)
             {
-                return;
+                this.isDisposed = true;
+                this.momentsOwner?.Dispose();
+                this.tagsOwner?.Dispose();
+                this.paletteOwner?.Dispose();
+                this.momentsOwner = null;
+                this.tagsOwner = null;
+                this.paletteOwner = null;
             }
-
-            this.isDisposed = true;
-            this.moments?.Dispose();
-            this.tag?.Dispose();
-            this.moments = null;
-            this.tag = null;
         }
 
         /// <summary>
@@ -364,7 +362,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <param name="bounds">The bounds within the source image to quantize.</param>
         private void Build3DHistogram(ImageFrame<TPixel> source, Rectangle bounds)
         {
-            Span<Moment> momentSpan = this.moments.GetSpan();
+            Span<Moment> momentSpan = this.momentsOwner.GetSpan();
 
             // Build up the 3-D color histogram
             using IMemoryOwner<Rgba32> buffer = this.memoryAllocator.Allocate<Rgba32>(bounds.Width);
@@ -392,13 +390,13 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <summary>
         /// Converts the histogram into moments so that we can rapidly calculate the sums of the above quantities over any desired box.
         /// </summary>
-        /// <param name="memoryAllocator">The memory allocator used for allocating buffers.</param>
+        /// <param name="allocator">The memory allocator used for allocating buffers.</param>
-        private void Get3DMoments(MemoryAllocator memoryAllocator)
+        private void Get3DMoments(MemoryAllocator allocator)
         {
-            using IMemoryOwner<Moment> volume = memoryAllocator.Allocate<Moment>(IndexCount * IndexAlphaCount);
+            using IMemoryOwner<Moment> volume = allocator.Allocate<Moment>(IndexCount * IndexAlphaCount);
-            using IMemoryOwner<Moment> area = memoryAllocator.Allocate<Moment>(IndexAlphaCount);
+            using IMemoryOwner<Moment> area = allocator.Allocate<Moment>(IndexAlphaCount);
 
-            Span<Moment> momentSpan = this.moments.GetSpan();
+            Span<Moment> momentSpan = this.momentsOwner.GetSpan();
             Span<Moment> volumeSpan = volume.GetSpan();
             Span<Moment> areaSpan = area.GetSpan();
             int baseIndex = GetPaletteIndex(1, 0, 0, 0);
@@ -440,7 +438,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <returns>The <see cref="float"/>.</returns>
         private double Variance(ref Box cube)
         {
-            ReadOnlySpan<Moment> momentSpan = this.moments.GetSpan();
+            ReadOnlySpan<Moment> momentSpan = this.momentsOwner.GetSpan();
 
             Moment volume = Volume(ref cube, momentSpan);
             Moment variance =
@@ -481,7 +479,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <returns>The <see cref="float"/>.</returns>
         private float Maximize(ref Box cube, int direction, int first, int last, out int cut, Moment whole)
         {
-            ReadOnlySpan<Moment> momentSpan = this.moments.GetSpan();
+            ReadOnlySpan<Moment> momentSpan = this.momentsOwner.GetSpan();
             Moment bottom = Bottom(ref cube, direction, momentSpan);
 
             float max = 0F;
@@ -527,7 +525,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <returns>Returns a value indicating whether the box has been split.</returns>
         private bool Cut(ref Box set1, ref Box set2)
         {
-            ReadOnlySpan<Moment> momentSpan = this.moments.GetSpan();
+            ReadOnlySpan<Moment> momentSpan = this.momentsOwner.GetSpan();
             Moment whole = Volume(ref set1, momentSpan);
 
             float maxR = this.Maximize(ref set1, 3, set1.RMin + 1, set1.RMax, out int cutR, whole);
@@ -612,7 +610,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// <param name="label">A label.</param>
         private void Mark(ref Box cube, byte label)
         {
-            Span<byte> tagSpan = this.tag.GetSpan();
+            Span<byte> tagSpan = this.tagsOwner.GetSpan();
 
             for (int r = cube.RMin + 1; r <= cube.RMax; r++)
             {
@@ -634,7 +632,9 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
         /// </summary>
         private void BuildCube()
         {
-            Span<double> vv = stackalloc double[this.colors];
+            // Store the volume variance.
+            using IMemoryOwner<double> vvOwner = this.Configuration.MemoryAllocator.Allocate<double>(this.maxColors);
+            Span<double> vv = vvOwner.GetSpan();
 
             ref Box cube = ref this.colorCube[0];
             cube.RMin = cube.GMin = cube.BMin = cube.AMin = 0;
@@ -643,7 +643,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
             int next = 0;
 
-            for (int i = 1; i < this.colors; i++)
+            for (int i = 1; i < this.maxColors; i++)
             {
                 ref Box nextCube = ref this.colorCube[next];
                 ref Box currentCube = ref this.colorCube[i];
@@ -672,7 +672,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
 
                 if (temp <= 0D)
                 {
-                    this.colors = i + 1;
+                    this.maxColors = i + 1;
                     break;
                 }
             }

src/ImageSharp/Processing/Processors/Quantization/WuQuantizer.cs

@@ -10,12 +10,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Quantization
     /// </summary>
     public class WuQuantizer : IQuantizer
     {
+        private static readonly QuantizerOptions DefaultOptions = new QuantizerOptions();
+
         /// <summary>
         /// Initializes a new instance of the <see cref="WuQuantizer"/> class
         /// using the default <see cref="QuantizerOptions"/>.
         /// </summary>
         public WuQuantizer()
-            : this(new QuantizerOptions())
+            : this(DefaultOptions)
         {
         }
 

src/ImageSharp/Processing/Processors/Transforms/CropProcessor{TPixel}.cs

@@ -51,7 +51,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             ParallelExecutionSettings parallelSettings =
                 ParallelExecutionSettings.FromConfiguration(this.Configuration).MultiplyMinimumPixelsPerTask(4);
 
-            var operation = new RowIntervalOperation(bounds, source, destination);
+            var operation = new RowOperation(bounds, source, destination);
 
             ParallelRowIterator.IterateRows(
                 bounds,
@@ -62,20 +62,20 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
         /// <summary>
         /// A <see langword="struct"/> implementing the processor logic for <see cref="CropProcessor{T}"/>.
         /// </summary>
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly ImageFrame<TPixel> source;
             private readonly ImageFrame<TPixel> destination;
 
             /// <summary>
-            /// Initializes a new instance of the <see cref="RowIntervalOperation"/> struct.
+            /// Initializes a new instance of the <see cref="RowOperation"/> struct.
             /// </summary>
             /// <param name="bounds">The target processing bounds for the current instance.</param>
             /// <param name="source">The source <see cref="Image{TPixel}"/> for the current instance.</param>
             /// <param name="destination">The destination <see cref="Image{TPixel}"/> for the current instance.</param>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(Rectangle bounds, ImageFrame<TPixel> source, ImageFrame<TPixel> destination)
+            public RowOperation(Rectangle bounds, ImageFrame<TPixel> source, ImageFrame<TPixel> destination)
             {
                 this.bounds = bounds;
                 this.source = source;
@@ -84,14 +84,11 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
 
             /// <inheritdoc/>
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y).Slice(this.bounds.Left);
-                {
+                Span<TPixel> targetRow = this.destination.GetPixelRowSpan(y - this.bounds.Top);
-                    Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y).Slice(this.bounds.Left);
+                sourceRow.Slice(0, this.bounds.Width).CopyTo(targetRow);
-                    Span<TPixel> targetRow = this.destination.GetPixelRowSpan(y - this.bounds.Top);
-                    sourceRow.Slice(0, this.bounds.Width).CopyTo(targetRow);
-                }
             }
         }
     }

src/ImageSharp/Processing/Processors/Transforms/Linear/AffineTransformProcessor{TPixel}.cs

@@ -111,7 +111,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
                 in operation);
         }
 
-        private readonly struct NNAffineOperation : IRowIntervalOperation
+        private readonly struct NNAffineOperation : IRowOperation
         {
             private readonly ImageFrame<TPixel> source;
             private readonly ImageFrame<TPixel> destination;
@@ -133,28 +133,25 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> destRow = this.destination.GetPixelRowSpan(y);
+
+                for (int x = 0; x < this.maxX; x++)
                 {
-                    Span<TPixel> destRow = this.destination.GetPixelRowSpan(y);
+                    var point = Vector2.Transform(new Vector2(x, y), this.matrix);
+                    int px = (int)MathF.Round(point.X);
+                    int py = (int)MathF.Round(point.Y);
 
-                    for (int x = 0; x < this.maxX; x++)
+                    if (this.bounds.Contains(px, py))
                     {
-                        var point = Vector2.Transform(new Vector2(x, y), this.matrix);
+                        destRow[x] = this.source[px, py];
-                        int px = (int)MathF.Round(point.X);
-                        int py = (int)MathF.Round(point.Y);
-
-                        if (this.bounds.Contains(px, py))
-                        {
-                            destRow[x] = this.source[px, py];
-                        }
                     }
                 }
             }
         }
 
-        private readonly struct AffineOperation<TResampler> : IRowIntervalOperation<Vector4>
+        private readonly struct AffineOperation<TResampler> : IRowOperation<Vector4>
             where TResampler : struct, IResampler
         {
             private readonly Configuration configuration;
@@ -193,41 +190,39 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
                 Buffer2D<TPixel> sourceBuffer = this.source.PixelBuffer;
-                for (int y = rows.Min; y < rows.Max; y++)
-                {
-                    PixelOperations<TPixel>.Instance.ToVector4(
-                        this.configuration,
-                        this.destination.GetPixelRowSpan(y),
-                        span);
 
-                    ref float yKernelSpanRef = ref MemoryMarshal.GetReference(this.yKernelBuffer.GetRowSpan(y));
+                PixelOperations<TPixel>.Instance.ToVector4(
-                    ref float xKernelSpanRef = ref MemoryMarshal.GetReference(this.xKernelBuffer.GetRowSpan(y));
+                    this.configuration,
+                    this.destination.GetPixelRowSpan(y),
+                    span);
 
-                    for (int x = 0; x < this.maxX; x++)
+                ref float yKernelSpanRef = ref MemoryMarshal.GetReference(this.yKernelBuffer.GetRowSpan(y));
-                    {
+                ref float xKernelSpanRef = ref MemoryMarshal.GetReference(this.xKernelBuffer.GetRowSpan(y));
-                        // Use the single precision position to calculate correct bounding pixels
-                        // otherwise we get rogue pixels outside of the bounds.
-                        var point = Vector2.Transform(new Vector2(x, y), this.matrix);
-                        LinearTransformUtilities.Convolve(
-                            in this.sampler,
-                            point,
-                            sourceBuffer,
-                            span,
-                            x,
-                            ref yKernelSpanRef,
-                            ref xKernelSpanRef,
-                            this.radialExtents,
-                            this.maxSourceExtents);
-                    }
 
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(
+                for (int x = 0; x < this.maxX; x++)
-                        this.configuration,
+                {
+                    // Use the single precision position to calculate correct bounding pixels
+                    // otherwise we get rogue pixels outside of the bounds.
+                    var point = Vector2.Transform(new Vector2(x, y), this.matrix);
+                    LinearTransformUtilities.Convolve(
+                        in this.sampler,
+                        point,
+                        sourceBuffer,
                         span,
-                        this.destination.GetPixelRowSpan(y));
+                        x,
+                        ref yKernelSpanRef,
+                        ref xKernelSpanRef,
+                        this.radialExtents,
+                        this.maxSourceExtents);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(
+                    this.configuration,
+                    span,
+                    this.destination.GetPixelRowSpan(y));
             }
         }
     }

src/ImageSharp/Processing/Processors/Transforms/Linear/FlipProcessor{TPixel}.cs

@@ -5,7 +5,6 @@ using System;
 using System.Buffers;
 using System.Runtime.CompilerServices;
 using SixLabors.ImageSharp.Advanced;
-using SixLabors.ImageSharp.Memory;
 using SixLabors.ImageSharp.PixelFormats;
 
 namespace SixLabors.ImageSharp.Processing.Processors.Transforms
@@ -76,28 +75,22 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
         /// <param name="configuration">The configuration.</param>
         private void FlipY(ImageFrame<TPixel> source, Configuration configuration)
         {
-            var operation = new RowIntervalOperation(source);
+            var operation = new RowOperation(source);
             ParallelRowIterator.IterateRows(
                 configuration,
                 source.Bounds(),
                 in operation);
         }
 
-        private readonly struct RowIntervalOperation : IRowIntervalOperation
+        private readonly struct RowOperation : IRowOperation
         {
             private readonly ImageFrame<TPixel> source;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public RowIntervalOperation(ImageFrame<TPixel> source) => this.source = source;
+            public RowOperation(ImageFrame<TPixel> source) => this.source = source;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y) => this.source.GetPixelRowSpan(y).Reverse();
-            {
-                for (int y = rows.Min; y < rows.Max; y++)
-                {
-                    this.source.GetPixelRowSpan(y).Reverse();
-                }
-            }
         }
     }
 }

src/ImageSharp/Processing/Processors/Transforms/Linear/ProjectiveTransformProcessor{TPixel}.cs

@@ -111,7 +111,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
                 in operation);
         }
 
-        private readonly struct NNProjectiveOperation : IRowIntervalOperation
+        private readonly struct NNProjectiveOperation : IRowOperation
         {
             private readonly ImageFrame<TPixel> source;
             private readonly ImageFrame<TPixel> destination;
@@ -133,28 +133,25 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> destRow = this.destination.GetPixelRowSpan(y);
+
+                for (int x = 0; x < this.maxX; x++)
                 {
-                    Span<TPixel> destRow = this.destination.GetPixelRowSpan(y);
+                    Vector2 point = TransformUtilities.ProjectiveTransform2D(x, y, this.matrix);
+                    int px = (int)MathF.Round(point.X);
+                    int py = (int)MathF.Round(point.Y);
 
-                    for (int x = 0; x < this.maxX; x++)
+                    if (this.bounds.Contains(px, py))
                     {
-                        Vector2 point = TransformUtilities.ProjectiveTransform2D(x, y, this.matrix);
+                        destRow[x] = this.source[px, py];
-                        int px = (int)MathF.Round(point.X);
-                        int py = (int)MathF.Round(point.Y);
-
-                        if (this.bounds.Contains(px, py))
-                        {
-                            destRow[x] = this.source[px, py];
-                        }
                     }
                 }
             }
         }
 
-        private readonly struct ProjectiveOperation<TResampler> : IRowIntervalOperation<Vector4>
+        private readonly struct ProjectiveOperation<TResampler> : IRowOperation<Vector4>
             where TResampler : struct, IResampler
         {
             private readonly Configuration configuration;
@@ -193,41 +190,39 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows, Span<Vector4> span)
+            public void Invoke(int y, Span<Vector4> span)
             {
                 Buffer2D<TPixel> sourceBuffer = this.source.PixelBuffer;
-                for (int y = rows.Min; y < rows.Max; y++)
-                {
-                    PixelOperations<TPixel>.Instance.ToVector4(
-                        this.configuration,
-                        this.destination.GetPixelRowSpan(y),
-                        span);
 
-                    ref float yKernelSpanRef = ref MemoryMarshal.GetReference(this.yKernelBuffer.GetRowSpan(y));
+                PixelOperations<TPixel>.Instance.ToVector4(
-                    ref float xKernelSpanRef = ref MemoryMarshal.GetReference(this.xKernelBuffer.GetRowSpan(y));
+                    this.configuration,
+                    this.destination.GetPixelRowSpan(y),
+                    span);
 
-                    for (int x = 0; x < this.maxX; x++)
+                ref float yKernelSpanRef = ref MemoryMarshal.GetReference(this.yKernelBuffer.GetRowSpan(y));
-                    {
+                ref float xKernelSpanRef = ref MemoryMarshal.GetReference(this.xKernelBuffer.GetRowSpan(y));
-                        // Use the single precision position to calculate correct bounding pixels
-                        // otherwise we get rogue pixels outside of the bounds.
-                        Vector2 point = TransformUtilities.ProjectiveTransform2D(x, y, this.matrix);
-                        LinearTransformUtilities.Convolve(
-                            in this.sampler,
-                            point,
-                            sourceBuffer,
-                            span,
-                            x,
-                            ref yKernelSpanRef,
-                            ref xKernelSpanRef,
-                            this.radialExtents,
-                            this.maxSourceExtents);
-                    }
 
-                    PixelOperations<TPixel>.Instance.FromVector4Destructive(
+                for (int x = 0; x < this.maxX; x++)
-                        this.configuration,
+                {
+                    // Use the single precision position to calculate correct bounding pixels
+                    // otherwise we get rogue pixels outside of the bounds.
+                    Vector2 point = TransformUtilities.ProjectiveTransform2D(x, y, this.matrix);
+                    LinearTransformUtilities.Convolve(
+                        in this.sampler,
+                        point,
+                        sourceBuffer,
                         span,
-                        this.destination.GetPixelRowSpan(y));
+                        x,
+                        ref yKernelSpanRef,
+                        ref xKernelSpanRef,
+                        this.radialExtents,
+                        this.maxSourceExtents);
                 }
+
+                PixelOperations<TPixel>.Instance.FromVector4Destructive(
+                    this.configuration,
+                    span,
+                    this.destination.GetPixelRowSpan(y));
             }
         }
     }

src/ImageSharp/Processing/Processors/Transforms/Linear/RotateProcessor{TPixel}.cs

@@ -131,7 +131,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
         /// <param name="configuration">The configuration.</param>
         private void Rotate180(ImageFrame<TPixel> source, ImageFrame<TPixel> destination, Configuration configuration)
         {
-            var operation = new Rotate180RowIntervalOperation(source.Width, source.Height, source, destination);
+            var operation = new Rotate180RowOperation(source.Width, source.Height, source, destination);
             ParallelRowIterator.IterateRows(
                 configuration,
                 source.Bounds(),
@@ -147,7 +147,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
         private void Rotate270(ImageFrame<TPixel> source, ImageFrame<TPixel> destination, Configuration configuration)
         {
             var operation = new Rotate270RowIntervalOperation(destination.Bounds(), source.Width, source.Height, source, destination);
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 configuration,
                 source.Bounds(),
                 in operation);
@@ -161,14 +161,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
         /// <param name="configuration">The configuration.</param>
         private void Rotate90(ImageFrame<TPixel> source, ImageFrame<TPixel> destination, Configuration configuration)
         {
-            var operation = new Rotate90RowIntervalOperation(destination.Bounds(), source.Width, source.Height, source, destination);
+            var operation = new Rotate90RowOperation(destination.Bounds(), source.Width, source.Height, source, destination);
             ParallelRowIterator.IterateRows(
                 configuration,
                 source.Bounds(),
                 in operation);
         }
 
-        private readonly struct Rotate180RowIntervalOperation : IRowIntervalOperation
+        private readonly struct Rotate180RowOperation : IRowOperation
         {
             private readonly int width;
             private readonly int height;
@@ -176,7 +176,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             private readonly ImageFrame<TPixel> destination;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public Rotate180RowIntervalOperation(
+            public Rotate180RowOperation(
                 int width,
                 int height,
                 ImageFrame<TPixel> source,
@@ -189,17 +189,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y);
-                {
+                Span<TPixel> targetRow = this.destination.GetPixelRowSpan(this.height - y - 1);
-                    Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y);
-                    Span<TPixel> targetRow = this.destination.GetPixelRowSpan(this.height - y - 1);
 
-                    for (int x = 0; x < this.width; x++)
+                for (int x = 0; x < this.width; x++)
-                    {
+                {
-                        targetRow[this.width - x - 1] = sourceRow[x];
+                    targetRow[this.width - x - 1] = sourceRow[x];
-                    }
                 }
             }
         }
@@ -248,7 +245,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
         }
 
-        private readonly struct Rotate90RowIntervalOperation : IRowIntervalOperation
+        private readonly struct Rotate90RowOperation : IRowOperation
         {
             private readonly Rectangle bounds;
             private readonly int width;
@@ -257,7 +254,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             private readonly ImageFrame<TPixel> destination;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public Rotate90RowIntervalOperation(
+            public Rotate90RowOperation(
                 Rectangle bounds,
                 int width,
                 int height,
@@ -272,18 +269,15 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
-                for (int y = rows.Min; y < rows.Max; y++)
+                Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y);
+                int newX = this.height - y - 1;
+                for (int x = 0; x < this.width; x++)
                 {
-                    Span<TPixel> sourceRow = this.source.GetPixelRowSpan(y);
+                    if (this.bounds.Contains(newX, x))
-                    int newX = this.height - y - 1;
-                    for (int x = 0; x < this.width; x++)
                     {
-                        if (this.bounds.Contains(newX, x))
+                        this.destination[newX, x] = sourceRow[x];
-                        {
-                            this.destination[newX, x] = sourceRow[x];
-                        }
                     }
                 }
             }

src/ImageSharp/Processing/Processors/Transforms/Resize/ResizeProcessor{TPixel}.cs

@@ -144,7 +144,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             float widthFactor = sourceRectangle.Width / (float)destinationRectangle.Width;
             float heightFactor = sourceRectangle.Height / (float)destinationRectangle.Height;
 
-            var operation = new NNRowIntervalOperation(
+            var operation = new NNRowOperation(
                 sourceRectangle,
                 destinationRectangle,
                 widthFactor,
@@ -193,7 +193,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
         }
 
-        private readonly struct NNRowIntervalOperation : IRowIntervalOperation
+        private readonly struct NNRowOperation : IRowOperation
         {
             private readonly Rectangle sourceBounds;
             private readonly Rectangle destinationBounds;
@@ -203,7 +203,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             private readonly ImageFrame<TPixel> destination;
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public NNRowIntervalOperation(
+            public NNRowOperation(
                 Rectangle sourceBounds,
                 Rectangle destinationBounds,
                 float widthFactor,
@@ -220,7 +220,7 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
             }
 
             [MethodImpl(InliningOptions.ShortMethod)]
-            public void Invoke(in RowInterval rows)
+            public void Invoke(int y)
             {
                 int sourceX = this.sourceBounds.X;
                 int sourceY = this.sourceBounds.Y;
@@ -229,17 +229,14 @@ namespace SixLabors.ImageSharp.Processing.Processors.Transforms
                 int destLeft = this.destinationBounds.Left;
                 int destRight = this.destinationBounds.Right;
 
-                for (int y = rows.Min; y < rows.Max; y++)
+                // Y coordinates of source points
+                Span<TPixel> sourceRow = this.source.GetPixelRowSpan((int)(((y - destY) * this.heightFactor) + sourceY));
+                Span<TPixel> targetRow = this.destination.GetPixelRowSpan(y);
+
+                for (int x = destLeft; x < destRight; x++)
                 {
-                    // Y coordinates of source points
+                    // X coordinates of source points
-                    Span<TPixel> sourceRow = this.source.GetPixelRowSpan((int)(((y - destY) * this.heightFactor) + sourceY));
+                    targetRow[x] = sourceRow[(int)(((x - destX) * this.widthFactor) + sourceX)];
-                    Span<TPixel> targetRow = this.destination.GetPixelRowSpan(y);
-
-                    for (int x = destLeft; x < destRight; x++)
-                    {
-                        // X coordinates of source points
-                        targetRow[x] = sourceRow[(int)(((x - destX) * this.widthFactor) + sourceX)];
-                    }
                 }
             }
         }

tests/ImageSharp.Benchmarks/Codecs/EncodeGif.cs

@@ -21,12 +21,21 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs
         private SDImage bmpDrawing;
         private Image<Rgba32> bmpCore;
 
+        // Try to get as close to System.Drawing's output as possible
+        private readonly GifEncoder encoder = new GifEncoder
+        {
+            Quantizer = new WebSafePaletteQuantizer(new QuantizerOptions { Dither = KnownDitherings.Bayer4x4 })
+        };
+
+        [Params(TestImages.Bmp.Car, TestImages.Png.Rgb48Bpp)]
+        public string TestImage { get; set; }
+
         [GlobalSetup]
         public void ReadImages()
         {
             if (this.bmpStream == null)
             {
-                this.bmpStream = File.OpenRead(Path.Combine(TestEnvironment.InputImagesDirectoryFullPath, TestImages.Bmp.Car));
+                this.bmpStream = File.OpenRead(Path.Combine(TestEnvironment.InputImagesDirectoryFullPath, this.TestImage));
                 this.bmpCore = Image.Load<Rgba32>(this.bmpStream);
                 this.bmpStream.Position = 0;
                 this.bmpDrawing = SDImage.FromStream(this.bmpStream);
@@ -53,15 +62,9 @@ namespace SixLabors.ImageSharp.Benchmarks.Codecs
         [Benchmark(Description = "ImageSharp Gif")]
         public void GifCore()
         {
-            // Try to get as close to System.Drawing's output as possible
-            var options = new GifEncoder
-            {
-                Quantizer = new WebSafePaletteQuantizer(new QuantizerOptions { Dither = KnownDitherings.Bayer4x4 })
-            };
-
             using (var memoryStream = new MemoryStream())
             {
-                this.bmpCore.SaveAsGif(memoryStream, options);
+                this.bmpCore.SaveAsGif(memoryStream, this.encoder);
             }
         }
     }

tests/ImageSharp.Tests/Formats/Jpg/JpegDecoderTests.cs

@@ -27,11 +27,6 @@ namespace SixLabors.ImageSharp.Tests.Formats.Jpg
 
         private const float ProgressiveTolerance = 0.2F / 100;
 
-        static JpegDecoderTests()
-        {
-            TestEnvironment.PrepareRemoteExecutor();
-        }
-
         private static ImageComparer GetImageComparer<TPixel>(TestImageProvider<TPixel> provider)
             where TPixel : unmanaged, IPixel<TPixel>
         {

tests/ImageSharp.Tests/Formats/Jpg/ProfileResolverTests.cs

@@ -1,4 +1,4 @@
-// Copyright (c) Six Labors and contributors.
+// Copyright (c) Six Labors and contributors.
 // Licensed under the Apache License, Version 2.0.
 
 using System.Text;
@@ -19,25 +19,25 @@ namespace SixLabors.ImageSharp.Tests.Formats.Jpg
         [Fact]
         public void ProfileResolverHasCorrectJFifMarker()
         {
-            Assert.Equal(JFifMarker, ProfileResolver.JFifMarker);
+            Assert.Equal(JFifMarker, ProfileResolver.JFifMarker.ToArray());
         }
 
         [Fact]
         public void ProfileResolverHasCorrectExifMarker()
         {
-            Assert.Equal(ExifMarker, ProfileResolver.ExifMarker);
+            Assert.Equal(ExifMarker, ProfileResolver.ExifMarker.ToArray());
         }
 
         [Fact]
         public void ProfileResolverHasCorrectIccMarker()
         {
-            Assert.Equal(IccMarker, ProfileResolver.IccMarker);
+            Assert.Equal(IccMarker, ProfileResolver.IccMarker.ToArray());
         }
 
         [Fact]
         public void ProfileResolverHasCorrectAdobeMarker()
         {
-            Assert.Equal(AdobeMarker, ProfileResolver.AdobeMarker);
+            Assert.Equal(AdobeMarker, ProfileResolver.AdobeMarker.ToArray());
         }
 
         [Fact]
@@ -76,4 +76,4 @@ namespace SixLabors.ImageSharp.Tests.Formats.Jpg
             Assert.False(ProfileResolver.IsProfile(AdobeMarker, ProfileResolver.IccMarker));
         }
     }
-}
+}

tests/ImageSharp.Tests/Helpers/ParallelRowIteratorTests.cs

@@ -78,7 +78,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation(RowAction);
 
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -116,7 +116,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation(RowAction);
 
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -157,7 +157,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation<Vector4>(RowAction);
 
-            ParallelRowIterator.IterateRows<TestRowIntervalOperation<Vector4>, Vector4>(
+            ParallelRowIterator.IterateRowIntervals<TestRowIntervalOperation<Vector4>, Vector4>(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -195,7 +195,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation<Vector4>(RowAction);
 
-            ParallelRowIterator.IterateRows<TestRowIntervalOperation<Vector4>, Vector4>(
+            ParallelRowIterator.IterateRowIntervals<TestRowIntervalOperation<Vector4>, Vector4>(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -249,7 +249,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation(RowAction);
 
-            ParallelRowIterator.IterateRows(
+            ParallelRowIterator.IterateRowIntervals(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -291,7 +291,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
             var operation = new TestRowIntervalOperation<Vector4>(RowAction);
 
-            ParallelRowIterator.IterateRows<TestRowIntervalOperation<Vector4>, Vector4>(
+            ParallelRowIterator.IterateRowIntervals<TestRowIntervalOperation<Vector4>, Vector4>(
                 rectangle,
                 in parallelSettings,
                 in operation);
@@ -355,7 +355,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
 
                 var operation = new TestRowIntervalOperation(RowAction);
 
-                ParallelRowIterator.IterateRows(
+                ParallelRowIterator.IterateRowIntervals(
                     rect,
                     settings,
                     in operation);
@@ -383,7 +383,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
             var operation = new TestRowIntervalOperation(RowAction);
 
             ArgumentOutOfRangeException ex = Assert.Throws<ArgumentOutOfRangeException>(
-                () => ParallelRowIterator.IterateRows(rect, in parallelSettings, in operation));
+                () => ParallelRowIterator.IterateRowIntervals(rect, in parallelSettings, in operation));
 
             Assert.Contains(width <= 0 ? "Width" : "Height", ex.Message);
         }
@@ -406,7 +406,7 @@ namespace SixLabors.ImageSharp.Tests.Helpers
             var operation = new TestRowIntervalOperation<Rgba32>(RowAction);
 
             ArgumentOutOfRangeException ex = Assert.Throws<ArgumentOutOfRangeException>(
-                () => ParallelRowIterator.IterateRows<TestRowIntervalOperation<Rgba32>, Rgba32>(rect, in parallelSettings, in operation));
+                () => ParallelRowIterator.IterateRowIntervals<TestRowIntervalOperation<Rgba32>, Rgba32>(rect, in parallelSettings, in operation));
 
             Assert.Contains(width <= 0 ? "Width" : "Height", ex.Message);
         }

tests/ImageSharp.Tests/Image/ImageFrameCollectionTests.Generic.cs

@@ -43,7 +43,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.AddFrame((ImageFrame<Rgba32>)null);
                     });
 
-                Assert.StartsWith("Value cannot be null.", ex.Message);
+                Assert.StartsWith("Parameter \"frame\" must be not null.", ex.Message);
             }
 
             [Fact]
@@ -57,7 +57,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.AddFrame(data);
                     });
 
-                Assert.StartsWith("Value cannot be null.", ex.Message);
+                Assert.StartsWith("Parameter \"source\" must be not null.", ex.Message);
             }
 
             [Fact]
@@ -69,7 +69,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.AddFrame(new Rgba32[0]);
                     });
 
-                Assert.StartsWith("Value 0 must be greater than or equal to 100.", ex.Message);
+                Assert.StartsWith($"Parameter \"data\" ({typeof(int)}) must be greater than or equal to {100}, was {0}", ex.Message);
             }
 
             [Fact]
@@ -93,7 +93,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.InsertFrame(1, null);
                     });
 
-                Assert.StartsWith("Value cannot be null.", ex.Message);
+                Assert.StartsWith("Parameter \"frame\" must be not null.", ex.Message);
             }
 
             [Fact]

tests/ImageSharp.Tests/Image/ImageFrameCollectionTests.NonGeneric.cs

@@ -90,7 +90,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.AddFrame(null);
                     });
 
-                Assert.StartsWith("Value cannot be null.", ex.Message);
+                Assert.StartsWith("Parameter \"source\" must be not null.", ex.Message);
             }
 
             [Fact]
@@ -114,7 +114,7 @@ namespace SixLabors.ImageSharp.Tests
                         this.Collection.InsertFrame(1, null);
                     });
 
-                Assert.StartsWith("Value cannot be null.", ex.Message);
+                Assert.StartsWith("Parameter \"source\" must be not null.", ex.Message);
             }
 
             [Fact]

tests/ImageSharp.Tests/Memory/Allocators/ArrayPoolMemoryAllocatorTests.cs

@@ -28,11 +28,6 @@ namespace SixLabors.ImageSharp.Tests.Memory.Allocators
         /// </summary>
         private static MemoryAllocatorFixture StaticFixture { get; } = new MemoryAllocatorFixture();
 
-        static ArrayPoolMemoryAllocatorTests()
-        {
-            TestEnvironment.PrepareRemoteExecutor();
-        }
-
         public class BufferTests : BufferTestSuite
         {
             public BufferTests()

tests/ImageSharp.Tests/Metadata/Profiles/Exif/ExifProfileTests.cs

@@ -394,7 +394,7 @@ namespace SixLabors.ImageSharp.Tests
         public void ProfileToByteArray()
         {
             // Arrange
-            byte[] exifBytesWithoutExifCode = ExifConstants.LittleEndianByteOrderMarker;
+            byte[] exifBytesWithoutExifCode = ExifConstants.LittleEndianByteOrderMarker.ToArray();
             ExifProfile expectedProfile = CreateExifProfile();
             var expectedProfileTags = expectedProfile.Values.Select(x => x.Tag).ToList();
 

tests/ImageSharp.Tests/Processing/Processors/Convolution/BokehBlurTest.cs

@@ -19,11 +19,6 @@ namespace SixLabors.ImageSharp.Tests.Processing.Processors.Convolution
 {
     public class BokehBlurTest
     {
-        static BokehBlurTest()
-        {
-            TestEnvironment.PrepareRemoteExecutor();
-        }
-
         private static readonly string Components10x2 = @"
         [[ 0.00451261+0.0165137j   0.02161237-0.00299122j  0.00387479-0.02682816j
           -0.02752798-0.01788438j -0.03553877+0.0154543j  -0.01428268+0.04224722j

tests/ImageSharp.Tests/Quantization/QuantizedImageTests.cs

@@ -71,10 +71,10 @@ namespace SixLabors.ImageSharp.Tests
                 foreach (ImageFrame<TPixel> frame in image.Frames)
                 {
                     using (IFrameQuantizer<TPixel> frameQuantizer = quantizer.CreateFrameQuantizer<TPixel>(this.Configuration))
-                    using (QuantizedFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
+                    using (IndexedImageFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
                     {
                         int index = this.GetTransparentIndex(quantized);
-                        Assert.Equal(index, quantized.GetPixelSpan()[0]);
+                        Assert.Equal(index, quantized.GetPixelBufferSpan()[0]);
                     }
                 }
             }
@@ -101,27 +101,27 @@ namespace SixLabors.ImageSharp.Tests
                 foreach (ImageFrame<TPixel> frame in image.Frames)
                 {
                     using (IFrameQuantizer<TPixel> frameQuantizer = quantizer.CreateFrameQuantizer<TPixel>(this.Configuration))
-                    using (QuantizedFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
+                    using (IndexedImageFrame<TPixel> quantized = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
                     {
                         int index = this.GetTransparentIndex(quantized);
-                        Assert.Equal(index, quantized.GetPixelSpan()[0]);
+                        Assert.Equal(index, quantized.GetPixelBufferSpan()[0]);
                     }
                 }
             }
         }
 
-        private int GetTransparentIndex<TPixel>(QuantizedFrame<TPixel> quantized)
+        private int GetTransparentIndex<TPixel>(IndexedImageFrame<TPixel> quantized)
             where TPixel : unmanaged, IPixel<TPixel>
         {
             // Transparent pixels are much more likely to be found at the end of a palette
             int index = -1;
-            Rgba32 trans = default;
             ReadOnlySpan<TPixel> paletteSpan = quantized.Palette.Span;
-            for (int i = paletteSpan.Length - 1; i >= 0; i--)
+            Span<Rgba32> colorSpan = stackalloc Rgba32[QuantizerConstants.MaxColors].Slice(0, paletteSpan.Length);
-            {
-                paletteSpan[i].ToRgba32(ref trans);
 
-                if (trans.Equals(default))
+            PixelOperations<TPixel>.Instance.ToRgba32(quantized.Configuration, paletteSpan, colorSpan);
+            for (int i = colorSpan.Length - 1; i >= 0; i--)
+            {
+                if (colorSpan[i].Equals(default))
                 {
                     index = i;
                 }

tests/ImageSharp.Tests/Quantization/WuQuantizerTests.cs

@@ -21,13 +21,13 @@ namespace SixLabors.ImageSharp.Tests.Quantization
             ImageFrame<Rgba32> frame = image.Frames.RootFrame;
 
             using IFrameQuantizer<Rgba32> frameQuantizer = quantizer.CreateFrameQuantizer<Rgba32>(config);
-            using QuantizedFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
+            using IndexedImageFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
 
             Assert.Equal(1, result.Palette.Length);
-            Assert.Equal(1, result.GetPixelSpan().Length);
+            Assert.Equal(1, result.GetPixelBufferSpan().Length);
 
             Assert.Equal(Color.Black, (Color)result.Palette.Span[0]);
-            Assert.Equal(0, result.GetPixelSpan()[0]);
+            Assert.Equal(0, result.GetPixelBufferSpan()[0]);
         }
 
         [Fact]
@@ -40,13 +40,13 @@ namespace SixLabors.ImageSharp.Tests.Quantization
             ImageFrame<Rgba32> frame = image.Frames.RootFrame;
 
             using IFrameQuantizer<Rgba32> frameQuantizer = quantizer.CreateFrameQuantizer<Rgba32>(config);
-            using QuantizedFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
+            using IndexedImageFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
 
             Assert.Equal(1, result.Palette.Length);
-            Assert.Equal(1, result.GetPixelSpan().Length);
+            Assert.Equal(1, result.GetPixelBufferSpan().Length);
 
             Assert.Equal(default, result.Palette.Span[0]);
-            Assert.Equal(0, result.GetPixelSpan()[0]);
+            Assert.Equal(0, result.GetPixelBufferSpan()[0]);
         }
 
         [Fact]
@@ -85,19 +85,19 @@ namespace SixLabors.ImageSharp.Tests.Quantization
             ImageFrame<Rgba32> frame = image.Frames.RootFrame;
 
             using IFrameQuantizer<Rgba32> frameQuantizer = quantizer.CreateFrameQuantizer<Rgba32>(config);
-            using QuantizedFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
+            using IndexedImageFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
 
             Assert.Equal(256, result.Palette.Length);
-            Assert.Equal(256, result.GetPixelSpan().Length);
+            Assert.Equal(256, result.GetPixelBufferSpan().Length);
 
             var actualImage = new Image<Rgba32>(1, 256);
 
             ReadOnlySpan<Rgba32> paletteSpan = result.Palette.Span;
-            int paletteCount = result.Palette.Length - 1;
+            int paletteCount = paletteSpan.Length - 1;
             for (int y = 0; y < actualImage.Height; y++)
             {
                 Span<Rgba32> row = actualImage.GetPixelRowSpan(y);
-                ReadOnlySpan<byte> quantizedPixelSpan = result.GetPixelSpan();
+                ReadOnlySpan<byte> quantizedPixelSpan = result.GetPixelBufferSpan();
                 int yy = y * actualImage.Width;
 
                 for (int x = 0; x < actualImage.Width; x++)
@@ -123,7 +123,7 @@ namespace SixLabors.ImageSharp.Tests.Quantization
                 ImageFrame<TPixel> frame = image.Frames.RootFrame;
 
                 using IFrameQuantizer<TPixel> frameQuantizer = quantizer.CreateFrameQuantizer<TPixel>(config);
-                using QuantizedFrame<TPixel> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
+                using IndexedImageFrame<TPixel> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds());
 
                 Assert.Equal(48, result.Palette.Length);
             }
@@ -152,17 +152,17 @@ namespace SixLabors.ImageSharp.Tests.Quantization
 
                 ImageFrame<Rgba32> frame = image.Frames.RootFrame;
                 using (IFrameQuantizer<Rgba32> frameQuantizer = quantizer.CreateFrameQuantizer<Rgba32>(config))
-                using (QuantizedFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
+                using (IndexedImageFrame<Rgba32> result = frameQuantizer.QuantizeFrame(frame, frame.Bounds()))
                 {
                     Assert.Equal(4 * 8, result.Palette.Length);
-                    Assert.Equal(256, result.GetPixelSpan().Length);
+                    Assert.Equal(256, result.GetPixelBufferSpan().Length);
 
                     ReadOnlySpan<Rgba32> paletteSpan = result.Palette.Span;
-                    int paletteCount = result.Palette.Length - 1;
+                    int paletteCount = paletteSpan.Length - 1;
                     for (int y = 0; y < actualImage.Height; y++)
                     {
                         Span<Rgba32> row = actualImage.GetPixelRowSpan(y);
-                        ReadOnlySpan<byte> quantizedPixelSpan = result.GetPixelSpan();
+                        ReadOnlySpan<byte> quantizedPixelSpan = result.GetPixelBufferSpan();
                         int yy = y * actualImage.Width;
 
                         for (int x = 0; x < actualImage.Width; x++)

tests/ImageSharp.Tests/TestUtilities/Attributes/ImageDataAttributeBase.cs

@@ -18,6 +18,13 @@ namespace SixLabors.ImageSharp.Tests
 
         protected readonly PixelTypes PixelTypes;
 
+        static ImageDataAttributeBase()
+        {
+            // ImageDataAttributes are used in almost all tests, thus a good place to enforce the execution of
+            // TestEnvironment static constructor before anything else is done.
+            TestEnvironment.EnsureSharedInitializersDone();
+        }
+
         /// <summary>
         /// Initializes a new instance of the <see cref="ImageDataAttributeBase"/> class.
         /// </summary>

tests/ImageSharp.Tests/TestUtilities/TestEnvironment.cs

@@ -34,6 +34,11 @@ namespace SixLabors.ImageSharp.Tests
 
         private static readonly Lazy<string> NetCoreVersionLazy = new Lazy<string>(GetNetCoreVersion);
 
+        static TestEnvironment()
+        {
+            PrepareRemoteExecutor();
+        }
+
         /// <summary>
         /// Gets the .NET Core version, if running on .NET Core, otherwise returns an empty string.
         /// </summary>
@@ -111,6 +116,13 @@ namespace SixLabors.ImageSharp.Tests
 
         internal static bool IsFramework => string.IsNullOrEmpty(NetCoreVersion);
 
+        /// <summary>
+        /// A dummy operation to enforce the execution of the static constructor.
+        /// </summary>
+        internal static void EnsureSharedInitializersDone()
+        {
+        }
+
         /// <summary>
         /// Creates the image output directory.
         /// </summary>
@@ -141,7 +153,7 @@ namespace SixLabors.ImageSharp.Tests
         /// When running in 32 bits, enforces 32 bit execution of Microsoft.DotNet.RemoteExecutor.exe
         /// with the help of CorFlags.exe found in Windows SDK.
         /// </summary>
-        internal static void PrepareRemoteExecutor()
+        private static void PrepareRemoteExecutor()
         {
             if (!IsFramework)
             {
@@ -153,12 +165,11 @@ namespace SixLabors.ImageSharp.Tests
 
             if (File.Exists(remoteExecutorConfigPath))
             {
-                // already prepared
+                // Already initialized
                 return;
             }
 
             string testProjectConfigPath = TestAssemblyFile.FullName + ".config";
-
             File.Copy(testProjectConfigPath, remoteExecutorConfigPath);
 
             if (Is64BitProcess)
@@ -184,7 +195,17 @@ namespace SixLabors.ImageSharp.Tests
 
             string remoteExecutorPath = Path.Combine(TestAssemblyFile.DirectoryName, "Microsoft.DotNet.RemoteExecutor.exe");
 
-            string args = $"{remoteExecutorPath} /32Bit+ /Force";
+            string remoteExecutorTmpPath = $"{remoteExecutorPath}._tmp";
+
+            if (File.Exists(remoteExecutorTmpPath))
+            {
+                // Already initialized
+                return;
+            }
+
+            File.Copy(remoteExecutorPath, remoteExecutorTmpPath);
+
+            string args = $"{remoteExecutorTmpPath} /32Bit+ /Force";
 
             var si = new ProcessStartInfo()
             {
@@ -206,6 +227,9 @@ namespace SixLabors.ImageSharp.Tests
                     $@"Failed to run {si.FileName} {si.Arguments}:\n STDOUT: {standardOutput}\n STDERR: {standardError}");
             }
 
+            File.Delete(remoteExecutorPath);
+            File.Copy(remoteExecutorTmpPath, remoteExecutorPath);
+
             static FileInfo Find(DirectoryInfo root, string name)
             {
                 FileInfo fi = root.EnumerateFiles(name).FirstOrDefault();

tests/ImageSharp.Tests/TestUtilities/TestImageExtensions.cs

@@ -713,7 +713,7 @@ namespace SixLabors.ImageSharp.Tests
 
                 var operation = new RowOperation(configuration, sourceRectangle, source);
 
-                ParallelRowIterator.IterateRows<RowOperation, Vector4>(
+                ParallelRowIterator.IterateRowIntervals<RowOperation, Vector4>(
                     configuration,
                     sourceRectangle,
                     in operation);

tests/Images/External

@@ -1 +1 @@
-Subproject commit f8a76fd3a900b90c98df67ac896574383a4d09f3
+Subproject commit 1fea1ceab89e87cc5f11376fa46164d3d27566c0