From fac508c4cba7fb6f58c430f17ad8d6074d53e713 Mon Sep 17 00:00:00 2001 From: James Jackson-South Date: Thu, 7 Mar 2024 17:22:28 +1000 Subject: [PATCH] Can translate between profiles. --- src/ImageSharp/ColorProfiles/CieConstants.cs | 21 +++ src/ImageSharp/ColorProfiles/CieLab.cs | 177 ++++++++++++++++++ src/ImageSharp/ColorProfiles/CieXyz.cs | 124 ++++++++++++ .../ColorProfiles/ColorConversionOptions.cs | 51 +++++ .../ColorProfiles/ColorProfileConverter.cs | 30 +++ ...rProfileConverterExtensionsCieLabCieXyz.cs | 52 +++++ ...rProfileConverterExtensionsCieXyzCieXyz.cs | 52 +++++ .../IColorProfile{TSelf,TProfileSpace}.cs | 47 +++++ .../ColorProfiles/IProfileConnectingSpace.cs | 18 ++ src/ImageSharp/ColorProfiles/Illuminants.cs | 71 +++++++ src/ImageSharp/ColorProfiles/Lms.cs | 136 ++++++++++++++ .../ColorProfiles/LmsAdaptationMatrix.cs | 132 +++++++++++++ .../VonKriesChromaticAdaptation.cs | 90 +++++++++ .../VonKriesChromaticAdaptation.cs | 2 +- .../ApproximateColorProfileComparer.cs | 42 +++++ .../CieXyzAndCieLabConversionTest.cs | 86 +++++++++ .../CieXyzAndLmsConversionTest.cs | 81 ++++++++ .../ImageSharp.Tests/ImageSharp.Tests.csproj | 2 +- 18 files changed, 1212 insertions(+), 2 deletions(-) create mode 100644 src/ImageSharp/ColorProfiles/CieConstants.cs create mode 100644 src/ImageSharp/ColorProfiles/CieLab.cs create mode 100644 src/ImageSharp/ColorProfiles/CieXyz.cs create mode 100644 src/ImageSharp/ColorProfiles/ColorConversionOptions.cs create mode 100644 src/ImageSharp/ColorProfiles/ColorProfileConverter.cs create mode 100644 src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieLabCieXyz.cs create mode 100644 src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieXyzCieXyz.cs create mode 100644 src/ImageSharp/ColorProfiles/IColorProfile{TSelf,TProfileSpace}.cs create mode 100644 src/ImageSharp/ColorProfiles/IProfileConnectingSpace.cs create mode 100644 src/ImageSharp/ColorProfiles/Illuminants.cs create mode 100644 src/ImageSharp/ColorProfiles/Lms.cs create mode 100644 src/ImageSharp/ColorProfiles/LmsAdaptationMatrix.cs create mode 100644 src/ImageSharp/ColorProfiles/VonKriesChromaticAdaptation.cs create mode 100644 tests/ImageSharp.Tests/ColorProfiles/ApproximateColorProfileComparer.cs create mode 100644 tests/ImageSharp.Tests/ColorProfiles/CieXyzAndCieLabConversionTest.cs create mode 100644 tests/ImageSharp.Tests/ColorProfiles/CieXyzAndLmsConversionTest.cs diff --git a/src/ImageSharp/ColorProfiles/CieConstants.cs b/src/ImageSharp/ColorProfiles/CieConstants.cs new file mode 100644 index 0000000000..f4b74eaa1d --- /dev/null +++ b/src/ImageSharp/ColorProfiles/CieConstants.cs @@ -0,0 +1,21 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Constants use for Cie conversion calculations +/// +/// +internal static class CieConstants +{ + /// + /// 216F / 24389F + /// + public const float Epsilon = 0.008856452F; + + /// + /// 24389F / 27F + /// + public const float Kappa = 903.2963F; +} diff --git a/src/ImageSharp/ColorProfiles/CieLab.cs b/src/ImageSharp/ColorProfiles/CieLab.cs new file mode 100644 index 0000000000..c06fe765c2 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/CieLab.cs @@ -0,0 +1,177 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; +using System.Runtime.CompilerServices; + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Represents a CIE L*a*b* 1976 color. +/// +/// +public readonly struct CieLab : IProfileConnectingSpace +{ + /// + /// D50 standard illuminant. + /// Used when reference white is not specified explicitly. + /// + public static readonly CieXyz DefaultWhitePoint = Illuminants.D50; + + /// + /// Initializes a new instance of the struct. + /// + /// The lightness dimension. + /// The a (green - magenta) component. + /// The b (blue - yellow) component. + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public CieLab(float l, float a, float b) + : this(new Vector3(l, a, b)) + { + } + + /// + /// Initializes a new instance of the struct. + /// + /// The vector representing the l, a, b components. + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public CieLab(Vector3 vector) + : this() + { + // Not clamping as documentation about this space only indicates "usual" ranges + this.L = vector.X; + this.A = vector.Y; + this.B = vector.Z; + } + + /// + /// Gets the lightness dimension. + /// A value usually ranging between 0 (black), 100 (diffuse white) or higher (specular white). + /// + public readonly float L { get; } + + /// + /// Gets the a color component. + /// A value usually ranging from -100 to 100. Negative is green, positive magenta. + /// + public readonly float A { get; } + + /// + /// Gets the b color component. + /// A value usually ranging from -100 to 100. Negative is blue, positive is yellow + /// + public readonly float B { get; } + + /// + /// Compares two objects for equality. + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is equal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator ==(CieLab left, CieLab right) => left.Equals(right); + + /// + /// Compares two objects for inequality + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is unequal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator !=(CieLab left, CieLab right) => !left.Equals(right); + + /// + public override int GetHashCode() => HashCode.Combine(this.L, this.A, this.B); + + /// + public override string ToString() => FormattableString.Invariant($"CieLab({this.L:#0.##}, {this.A:#0.##}, {this.B:#0.##})"); + + /// + public override bool Equals(object? obj) => obj is CieLab other && this.Equals(other); + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public bool Equals(CieLab other) => + this.L.Equals(other.L) + && this.A.Equals(other.A) + && this.B.Equals(other.B); + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static CieLab FromProfileConnectingSpace(ColorConversionOptions options, in CieXyz source) + { + // Conversion algorithm described here: http://www.brucelindbloom.com/index.html?Eqn_XYZ_to_Lab.html + CieXyz whitePoint = options.TargetWhitePoint; + float wx = whitePoint.X, wy = whitePoint.Y, wz = whitePoint.Z; + + float xr = source.X / wx, yr = source.Y / wy, zr = source.Z / wz; + + const float inv116 = 1 / 116F; + + float fx = xr > CieConstants.Epsilon ? MathF.Pow(xr, 0.3333333F) : ((CieConstants.Kappa * xr) + 16F) * inv116; + float fy = yr > CieConstants.Epsilon ? MathF.Pow(yr, 0.3333333F) : ((CieConstants.Kappa * yr) + 16F) * inv116; + float fz = zr > CieConstants.Epsilon ? MathF.Pow(zr, 0.3333333F) : ((CieConstants.Kappa * zr) + 16F) * inv116; + + float l = (116F * fy) - 16F; + float a = 500F * (fx - fy); + float b = 200F * (fy - fz); + + return new CieLab(l, a, b); + } + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static void FromProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + + for (int i = 0; i < source.Length; i++) + { + CieXyz xyz = source[i]; + destination[i] = FromProfileConnectingSpace(options, in xyz); + } + } + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public CieXyz ToProfileConnectingSpace(ColorConversionOptions options) + { + // Conversion algorithm described here: http://www.brucelindbloom.com/index.html?Eqn_Lab_to_XYZ.html + float l = this.L, a = this.A, b = this.B; + float fy = (l + 16) / 116F; + float fx = (a / 500F) + fy; + float fz = fy - (b / 200F); + + float fx3 = Numerics.Pow3(fx); + float fz3 = Numerics.Pow3(fz); + + float xr = fx3 > CieConstants.Epsilon ? fx3 : ((116F * fx) - 16F) / CieConstants.Kappa; + float yr = l > CieConstants.Kappa * CieConstants.Epsilon ? Numerics.Pow3((l + 16F) / 116F) : l / CieConstants.Kappa; + float zr = fz3 > CieConstants.Epsilon ? fz3 : ((116F * fz) - 16F) / CieConstants.Kappa; + + CieXyz whitePoint = options.WhitePoint; + Vector3 wxyz = new(whitePoint.X, whitePoint.Y, whitePoint.Z); + + // Avoids XYZ coordinates out range (restricted by 0 and XYZ reference white) + Vector3 xyzr = Vector3.Clamp(new Vector3(xr, yr, zr), Vector3.Zero, Vector3.One); + + return new(xyzr * wxyz); + } + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static void ToProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + + for (int i = 0; i < source.Length; i++) + { + CieLab lab = source[i]; + destination[i] = lab.ToProfileConnectingSpace(options); + } + } +} diff --git a/src/ImageSharp/ColorProfiles/CieXyz.cs b/src/ImageSharp/ColorProfiles/CieXyz.cs new file mode 100644 index 0000000000..b22ab16f92 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/CieXyz.cs @@ -0,0 +1,124 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; +using System.Runtime.CompilerServices; + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Represents an CIE XYZ 1931 color +/// +/// +public readonly struct CieXyz : IProfileConnectingSpace +{ + /// + /// Initializes a new instance of the struct. + /// + /// X is a mix (a linear combination) of cone response curves chosen to be nonnegative + /// The y luminance component. + /// Z is quasi-equal to blue stimulation, or the S cone of the human eye. + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public CieXyz(float x, float y, float z) + : this(new Vector3(x, y, z)) + { + } + + /// + /// Initializes a new instance of the struct. + /// + /// The vector representing the x, y, z components. + public CieXyz(Vector3 vector) + : this() + { + // Not clamping as documentation about this space only indicates "usual" ranges + this.X = vector.X; + this.Y = vector.Y; + this.Z = vector.Z; + } + + /// + /// Gets the X component. A mix (a linear combination) of cone response curves chosen to be nonnegative. + /// A value usually ranging between 0 and 1. + /// + public float X { get; } + + /// + /// Gets the Y luminance component. + /// A value usually ranging between 0 and 1. + /// + public float Y { get; } + + /// + /// Gets the Z component. Quasi-equal to blue stimulation, or the S cone response. + /// A value usually ranging between 0 and 1. + /// + public float Z { get; } + + /// + /// Compares two objects for equality. + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is equal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator ==(CieXyz left, CieXyz right) => left.Equals(right); + + /// + /// Compares two objects for inequality. + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is unequal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator !=(CieXyz left, CieXyz right) => !left.Equals(right); + + /// + /// Returns a new representing this instance. + /// + /// The . + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public Vector3 ToVector3() => new(this.X, this.Y, this.Z); + + /// + public override int GetHashCode() => HashCode.Combine(this.X, this.Y, this.Z); + + /// + public override string ToString() => FormattableString.Invariant($"CieXyz({this.X:#0.##}, {this.Y:#0.##}, {this.Z:#0.##})"); + + /// + public override bool Equals(object? obj) => obj is CieXyz other && this.Equals(other); + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public bool Equals(CieXyz other) + => this.X.Equals(other.X) + && this.Y.Equals(other.Y) + && this.Z.Equals(other.Z); + + /// + public static CieXyz FromProfileConnectingSpace(ColorConversionOptions options, in CieXyz source) + => new(source.X, source.Y, source.Z); + + /// + public static void FromProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + source.CopyTo(destination[..source.Length]); + } + + /// + public CieXyz ToProfileConnectingSpace(ColorConversionOptions options) + => new(this.X, this.Y, this.Z); + + /// + public static void ToProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + source.CopyTo(destination[..source.Length]); + } +} diff --git a/src/ImageSharp/ColorProfiles/ColorConversionOptions.cs b/src/ImageSharp/ColorProfiles/ColorConversionOptions.cs new file mode 100644 index 0000000000..de32aa54d3 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/ColorConversionOptions.cs @@ -0,0 +1,51 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; +using SixLabors.ImageSharp.Memory; + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Provides options for color profile conversion. +/// +public class ColorConversionOptions +{ + private Matrix4x4 adaptationMatrix; + + /// + /// Initializes a new instance of the class. + /// + public ColorConversionOptions() => this.AdaptationMatrix = LmsAdaptationMatrix.Bradford; + + /// + /// Gets the memory allocator. + /// + public MemoryAllocator MemoryAllocator { get; init; } = MemoryAllocator.Default; + + /// + /// Gets the source white point used for chromatic adaptation in conversions from/to XYZ color space. + /// + public CieXyz WhitePoint { get; init; } = Illuminants.D50; + + /// + /// Gets the destination white point used for chromatic adaptation in conversions from/to XYZ color space. + /// + public CieXyz TargetWhitePoint { get; init; } = Illuminants.D50; + + /// + /// Gets the transformation matrix used in conversion to perform chromatic adaptation. + /// + public Matrix4x4 AdaptationMatrix + { + get => this.adaptationMatrix; + init + { + this.adaptationMatrix = value; + Matrix4x4.Invert(value, out Matrix4x4 inverted); + this.InverseAdaptationMatrix = inverted; + } + } + + internal Matrix4x4 InverseAdaptationMatrix { get; private set; } +} diff --git a/src/ImageSharp/ColorProfiles/ColorProfileConverter.cs b/src/ImageSharp/ColorProfiles/ColorProfileConverter.cs new file mode 100644 index 0000000000..af9ab0af82 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/ColorProfileConverter.cs @@ -0,0 +1,30 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Allows the conversion of color profiles. +/// +public class ColorProfileConverter +{ + /// + /// Initializes a new instance of the class. + /// + public ColorProfileConverter() + : this(new()) + { + } + + /// + /// Initializes a new instance of the class. + /// + /// The color profile conversion options. + public ColorProfileConverter(ColorConversionOptions options) + => this.Options = options; + + /// + /// Gets the color profile conversion options. + /// + public ColorConversionOptions Options { get; } +} diff --git a/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieLabCieXyz.cs b/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieLabCieXyz.cs new file mode 100644 index 0000000000..481280b85e --- /dev/null +++ b/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieLabCieXyz.cs @@ -0,0 +1,52 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Buffers; +using SixLabors.ImageSharp.Memory; + +namespace SixLabors.ImageSharp.ColorProfiles; + +internal static class ColorProfileConverterExtensionsCieLabCieXyz +{ + public static TTo Convert(this ColorProfileConverter converter, TFrom source) + where TFrom : struct, IColorProfile + where TTo : struct, IColorProfile + { + ColorConversionOptions options = converter.Options; + + // Convert to input PCS + CieLab pcsFrom = source.ToProfileConnectingSpace(options); + + // Convert between PCS + CieXyz pcsTo = pcsFrom.ToProfileConnectingSpace(options); + + // Adapt to target white point + VonKriesChromaticAdaptation.Transform(options, in pcsTo); + + // Convert to output from PCS + return TTo.FromProfileConnectingSpace(options, pcsTo); + } + + public static void Convert(this ColorProfileConverter converter, ReadOnlySpan source, Span destination) + where TFrom : struct, IColorProfile + where TTo : struct, IColorProfile + { + ColorConversionOptions options = converter.Options; + + // Convert to input PCS. + using IMemoryOwner pcsFromOwner = options.MemoryAllocator.Allocate(source.Length); + Span pcsFrom = pcsFromOwner.GetSpan(); + TFrom.ToProfileConnectionSpace(options, source, pcsFrom); + + // Convert between PCS. + using IMemoryOwner pcsToOwner = options.MemoryAllocator.Allocate(source.Length * 2); + Span pcsTo = pcsToOwner.GetSpan()[..source.Length]; + CieLab.ToProfileConnectionSpace(options, pcsFrom, pcsTo); + + // Adapt to target white point + VonKriesChromaticAdaptation.Transform(options, pcsTo, pcsTo); + + // Convert to output from PCS + TTo.FromProfileConnectionSpace(options, pcsTo, destination); + } +} diff --git a/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieXyzCieXyz.cs b/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieXyzCieXyz.cs new file mode 100644 index 0000000000..ebe07003e9 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/ColorProfileConverterExtensionsCieXyzCieXyz.cs @@ -0,0 +1,52 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Buffers; +using SixLabors.ImageSharp.Memory; + +namespace SixLabors.ImageSharp.ColorProfiles; + +internal static class ColorProfileConverterExtensionsCieXyzCieXyz +{ + public static TTo Convert(this ColorProfileConverter converter, TFrom source) + where TFrom : struct, IColorProfile + where TTo : struct, IColorProfile + { + ColorConversionOptions options = converter.Options; + + // Convert to input PCS + CieXyz pcsFrom = source.ToProfileConnectingSpace(options); + + // Adapt to target white point + VonKriesChromaticAdaptation.Transform(options, in pcsFrom); + + // Convert between PCS + CieXyz pcsTo = CieXyz.FromProfileConnectingSpace(options, in pcsFrom); + + // Convert to output from PCS + return TTo.FromProfileConnectingSpace(options, pcsTo); + } + + public static void Convert(this ColorProfileConverter converter, ReadOnlySpan source, Span destination) + where TFrom : struct, IColorProfile + where TTo : struct, IColorProfile + { + ColorConversionOptions options = converter.Options; + + // Convert to input PCS. + using IMemoryOwner pcsFromOwner = options.MemoryAllocator.Allocate(source.Length); + Span pcsFrom = pcsFromOwner.GetSpan(); + TFrom.ToProfileConnectionSpace(options, source, pcsFrom); + + // Adapt to target white point + VonKriesChromaticAdaptation.Transform(options, pcsFrom, pcsFrom); + + // Convert between PCS. + using IMemoryOwner pcsToOwner = options.MemoryAllocator.Allocate(source.Length); + Span pcsTo = pcsToOwner.GetSpan(); + CieXyz.FromProfileConnectionSpace(options, pcsFrom, pcsTo); + + // Convert to output from PCS + TTo.FromProfileConnectionSpace(options, pcsTo, destination); + } +} diff --git a/src/ImageSharp/ColorProfiles/IColorProfile{TSelf,TProfileSpace}.cs b/src/ImageSharp/ColorProfiles/IColorProfile{TSelf,TProfileSpace}.cs new file mode 100644 index 0000000000..e1d4cae355 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/IColorProfile{TSelf,TProfileSpace}.cs @@ -0,0 +1,47 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Defines the contract for all color profiles. +/// +/// The type of color profile. +/// The type of color profile connecting space. +public interface IColorProfile : IEquatable + where TSelf : IColorProfile + where TProfileSpace : struct, IProfileConnectingSpace +{ + /// + /// Converts the color to the profile connection space. + /// + /// The color profile conversion options. + /// The . + public TProfileSpace ToProfileConnectingSpace(ColorConversionOptions options); + +#pragma warning disable CA1000 // Do not declare static members on generic types + /// + /// Converts the color from the profile connection space. + /// + /// The color profile conversion options. + /// The color profile connecting space. + /// The . + public static abstract TSelf FromProfileConnectingSpace(ColorConversionOptions options, in TProfileSpace source); + + /// + /// Converts the span of colors to the profile connection space. + /// + /// The color profile conversion options. + /// The color span to convert from. + /// The color profile span to write the results to. + public static abstract void ToProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination); + + /// + /// Converts the span of colors from the profile connection space. + /// + /// The color profile conversion options. + /// The color profile span to convert from. + /// The color span to write the results to. + public static abstract void FromProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination); +#pragma warning restore CA1000 // Do not declare static members on generic types +} diff --git a/src/ImageSharp/ColorProfiles/IProfileConnectingSpace.cs b/src/ImageSharp/ColorProfiles/IProfileConnectingSpace.cs new file mode 100644 index 0000000000..2ac736f444 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/IProfileConnectingSpace.cs @@ -0,0 +1,18 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Defines the contract for all color profile connection spaces. +/// +public interface IProfileConnectingSpace; + +/// +/// Defines the contract for all color profile connection spaces. +/// +/// The type of color profile. +/// The type of color profile connecting space. +public interface IProfileConnectingSpace : IColorProfile, IProfileConnectingSpace + where TSelf : struct, IColorProfile, IProfileConnectingSpace + where TProfileSpace : struct, IProfileConnectingSpace; diff --git a/src/ImageSharp/ColorProfiles/Illuminants.cs b/src/ImageSharp/ColorProfiles/Illuminants.cs new file mode 100644 index 0000000000..0295dc484e --- /dev/null +++ b/src/ImageSharp/ColorProfiles/Illuminants.cs @@ -0,0 +1,71 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// The well known standard illuminants. +/// Standard illuminants provide a basis for comparing images or colors recorded under different lighting +/// +/// +/// Coefficients taken from: http://www.brucelindbloom.com/index.html?Eqn_ChromAdapt.html +///
+/// Descriptions taken from: http://en.wikipedia.org/wiki/Standard_illuminant +/// +public static class Illuminants +{ + /// + /// Incandescent / Tungsten + /// + public static readonly CieXyz A = new(1.09850F, 1F, 0.35585F); + + /// + /// Direct sunlight at noon (obsoleteF) + /// + public static readonly CieXyz B = new(0.99072F, 1F, 0.85223F); + + /// + /// Average / North sky Daylight (obsoleteF) + /// + public static readonly CieXyz C = new(0.98074F, 1F, 1.18232F); + + /// + /// Horizon Light. ICC profile PCS + /// + public static readonly CieXyz D50 = new(0.96422F, 1F, 0.82521F); + + /// + /// Mid-morning / Mid-afternoon Daylight + /// + public static readonly CieXyz D55 = new(0.95682F, 1F, 0.92149F); + + /// + /// Noon Daylight: TelevisionF, sRGB color space + /// + public static readonly CieXyz D65 = new(0.95047F, 1F, 1.08883F); + + /// + /// North sky Daylight + /// + public static readonly CieXyz D75 = new(0.94972F, 1F, 1.22638F); + + /// + /// Equal energy + /// + public static readonly CieXyz E = new(1F, 1F, 1F); + + /// + /// Cool White Fluorescent + /// + public static readonly CieXyz F2 = new(0.99186F, 1F, 0.67393F); + + /// + /// D65 simulatorF, Daylight simulator + /// + public static readonly CieXyz F7 = new(0.95041F, 1F, 1.08747F); + + /// + /// Philips TL84F, Ultralume 40 + /// + public static readonly CieXyz F11 = new(1.00962F, 1F, 0.64350F); +} diff --git a/src/ImageSharp/ColorProfiles/Lms.cs b/src/ImageSharp/ColorProfiles/Lms.cs new file mode 100644 index 0000000000..e11c1ca87a --- /dev/null +++ b/src/ImageSharp/ColorProfiles/Lms.cs @@ -0,0 +1,136 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; +using System.Runtime.CompilerServices; + +namespace SixLabors.ImageSharp.ColorProfiles; + +internal readonly struct Lms : IColorProfile +{ + /// + /// Initializes a new instance of the struct. + /// + /// L represents the responsivity at long wavelengths. + /// M represents the responsivity at medium wavelengths. + /// S represents the responsivity at short wavelengths. + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public Lms(float l, float m, float s) + : this(new Vector3(l, m, s)) + { + } + + /// + /// Initializes a new instance of the struct. + /// + /// The vector representing the l, m, s components. + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public Lms(Vector3 vector) + { + // Not clamping as documentation about this space only indicates "usual" ranges + this.L = vector.X; + this.M = vector.Y; + this.S = vector.Z; + } + + /// + /// Gets the L long component. + /// A value usually ranging between -1 and 1. + /// + public readonly float L { get; } + + /// + /// Gets the M medium component. + /// A value usually ranging between -1 and 1. + /// + public readonly float M { get; } + + /// + /// Gets the S short component. + /// A value usually ranging between -1 and 1. + /// + public readonly float S { get; } + + /// + /// Compares two objects for equality. + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is equal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator ==(Lms left, Lms right) => left.Equals(right); + + /// + /// Compares two objects for inequality. + /// + /// The on the left side of the operand. + /// The on the right side of the operand. + /// + /// True if the current left is unequal to the parameter; otherwise, false. + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public static bool operator !=(Lms left, Lms right) => !left.Equals(right); + + /// + /// Returns a new representing this instance. + /// + /// The . + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public Vector3 ToVector3() => new(this.L, this.M, this.S); + + /// + public override int GetHashCode() => HashCode.Combine(this.L, this.M, this.S); + + /// + public override string ToString() => FormattableString.Invariant($"Lms({this.L:#0.##}, {this.M:#0.##}, {this.S:#0.##})"); + + /// + public override bool Equals(object? obj) => obj is Lms other && this.Equals(other); + + /// + [MethodImpl(MethodImplOptions.AggressiveInlining)] + public bool Equals(Lms other) + => this.L.Equals(other.L) + && this.M.Equals(other.M) + && this.S.Equals(other.S); + + /// + public static Lms FromProfileConnectingSpace(ColorConversionOptions options, in CieXyz source) + { + Vector3 vector = Vector3.Transform(source.ToVector3(), options.AdaptationMatrix); + return new Lms(vector); + } + + /// + public static void FromProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + + for (int i = 0; i < source.Length; i++) + { + CieXyz xyz = source[i]; + destination[i] = FromProfileConnectingSpace(options, in xyz); + } + } + + /// + public CieXyz ToProfileConnectingSpace(ColorConversionOptions options) + { + Vector3 vector = Vector3.Transform(this.ToVector3(), options.InverseAdaptationMatrix); + return new CieXyz(vector); + } + + /// + public static void ToProfileConnectionSpace(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + + for (int i = 0; i < source.Length; i++) + { + Lms lms = source[i]; + destination[i] = lms.ToProfileConnectingSpace(options); + } + } +} diff --git a/src/ImageSharp/ColorProfiles/LmsAdaptationMatrix.cs b/src/ImageSharp/ColorProfiles/LmsAdaptationMatrix.cs new file mode 100644 index 0000000000..70bc5aef26 --- /dev/null +++ b/src/ImageSharp/ColorProfiles/LmsAdaptationMatrix.cs @@ -0,0 +1,132 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Matrices used for transformation from to , defining the cone response domain. +/// +/// +/// Matrix data obtained from: +/// Two New von Kries Based Chromatic Adaptation Transforms Found by Numerical Optimization +/// S. Bianco, R. Schettini +/// DISCo, Department of Informatics, Systems and Communication, University of Milan-Bicocca, viale Sarca 336, 20126 Milan, Italy +/// https://web.stanford.edu/~sujason/ColorBalancing/Papers/Two%20New%20von%20Kries%20Based%20Chromatic%20Adaptation.pdf +/// +public static class LmsAdaptationMatrix +{ + /// + /// Von Kries chromatic adaptation transform matrix (Hunt-Pointer-Estevez adjusted for D65) + /// + public static readonly Matrix4x4 VonKriesHPEAdjusted + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 0.40024F, + M12 = 0.7076F, + M13 = -0.08081F, + M21 = -0.2263F, + M22 = 1.16532F, + M23 = 0.0457F, + M31 = 0, + M32 = 0, + M33 = 0.91822F, + M44 = 1F // Important for inverse transforms. + }); + + /// + /// Von Kries chromatic adaptation transform matrix (Hunt-Pointer-Estevez for equal energy) + /// + public static readonly Matrix4x4 VonKriesHPE + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 0.3897F, + M12 = 0.6890F, + M13 = -0.0787F, + M21 = -0.2298F, + M22 = 1.1834F, + M23 = 0.0464F, + M31 = 0, + M32 = 0, + M33 = 1F, + M44 = 1F + }); + + /// + /// XYZ scaling chromatic adaptation transform matrix + /// + public static readonly Matrix4x4 XyzScaling = Matrix4x4.Transpose(Matrix4x4.Identity); + + /// + /// Bradford chromatic adaptation transform matrix (used in CMCCAT97) + /// + public static readonly Matrix4x4 Bradford + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 0.8951F, + M12 = 0.2664F, + M13 = -0.1614F, + M21 = -0.7502F, + M22 = 1.7135F, + M23 = 0.0367F, + M31 = 0.0389F, + M32 = -0.0685F, + M33 = 1.0296F, + M44 = 1F + }); + + /// + /// Spectral sharpening and the Bradford transform + /// + public static readonly Matrix4x4 BradfordSharp + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 1.2694F, + M12 = -0.0988F, + M13 = -0.1706F, + M21 = -0.8364F, + M22 = 1.8006F, + M23 = 0.0357F, + M31 = 0.0297F, + M32 = -0.0315F, + M33 = 1.0018F, + M44 = 1F + }); + + /// + /// CMCCAT2000 (fitted from all available color data sets) + /// + public static readonly Matrix4x4 CMCCAT2000 + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 0.7982F, + M12 = 0.3389F, + M13 = -0.1371F, + M21 = -0.5918F, + M22 = 1.5512F, + M23 = 0.0406F, + M31 = 0.0008F, + M32 = 0.239F, + M33 = 0.9753F, + M44 = 1F + }); + + /// + /// CAT02 (optimized for minimizing CIELAB differences) + /// + public static readonly Matrix4x4 CAT02 + = Matrix4x4.Transpose(new Matrix4x4 + { + M11 = 0.7328F, + M12 = 0.4296F, + M13 = -0.1624F, + M21 = -0.7036F, + M22 = 1.6975F, + M23 = 0.0061F, + M31 = 0.0030F, + M32 = 0.0136F, + M33 = 0.9834F, + M44 = 1F + }); +} diff --git a/src/ImageSharp/ColorProfiles/VonKriesChromaticAdaptation.cs b/src/ImageSharp/ColorProfiles/VonKriesChromaticAdaptation.cs new file mode 100644 index 0000000000..0505395deb --- /dev/null +++ b/src/ImageSharp/ColorProfiles/VonKriesChromaticAdaptation.cs @@ -0,0 +1,90 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Numerics; +using System.Runtime.CompilerServices; +using System.Runtime.InteropServices; + +namespace SixLabors.ImageSharp.ColorProfiles; + +/// +/// Implementation of the Von Kries chromatic adaptation model. +/// +/// +/// Transformation described here: +/// http://www.brucelindbloom.com/index.html?Eqn_ChromAdapt.html +/// +public static class VonKriesChromaticAdaptation +{ + /// + /// Performs a linear transformation of a source color in to the destination color. + /// + /// Doesn't crop the resulting color space coordinates (e.g. allows negative values for XYZ coordinates). + /// The color profile conversion options. + /// The source color. + /// The + public static CieXyz Transform(ColorConversionOptions options, in CieXyz source) + { + CieXyz sourceWhitePoint = options.WhitePoint; + CieXyz destinationWhitePoint = options.TargetWhitePoint; + + if (sourceWhitePoint.Equals(destinationWhitePoint)) + { + return new(source.X, source.Y, source.Z); + } + + Matrix4x4 matrix = options.AdaptationMatrix; + + Vector3 sourceColorLms = Vector3.Transform(source.ToVector3(), matrix); + Vector3 sourceWhitePointLms = Vector3.Transform(sourceWhitePoint.ToVector3(), matrix); + Vector3 targetWhitePointLms = Vector3.Transform(destinationWhitePoint.ToVector3(), matrix); + + Vector3 vector = targetWhitePointLms / sourceWhitePointLms; + Vector3 targetColorLms = Vector3.Multiply(vector, sourceColorLms); + + Matrix4x4.Invert(matrix, out Matrix4x4 inverseMatrix); + return new CieXyz(Vector3.Transform(targetColorLms, inverseMatrix)); + } + + /// + /// Performs a bulk linear transformation of a source color in to the destination color. + /// + /// Doesn't crop the resulting color space coordinates (e. g. allows negative values for XYZ coordinates). + /// The color profile conversion options. + /// The span to the source colors. + /// The span to the destination colors. + public static void Transform(ColorConversionOptions options, ReadOnlySpan source, Span destination) + { + Guard.DestinationShouldNotBeTooShort(source, destination, nameof(destination)); + int count = source.Length; + + CieXyz sourceWhitePoint = options.WhitePoint; + CieXyz destinationWhitePoint = options.TargetWhitePoint; + + if (sourceWhitePoint.Equals(destinationWhitePoint)) + { + source.CopyTo(destination[..count]); + return; + } + + Matrix4x4 matrix = options.AdaptationMatrix; + Matrix4x4.Invert(matrix, out Matrix4x4 inverseMatrix); + + ref CieXyz sourceBase = ref MemoryMarshal.GetReference(source); + ref CieXyz destinationBase = ref MemoryMarshal.GetReference(destination); + + for (nuint i = 0; i < (uint)count; i++) + { + ref CieXyz sp = ref Unsafe.Add(ref sourceBase, i); + ref CieXyz dp = ref Unsafe.Add(ref destinationBase, i); + + Vector3 sourceColorLms = Vector3.Transform(sp.ToVector3(), matrix); + Vector3 sourceWhitePointLms = Vector3.Transform(sourceWhitePoint.ToVector3(), matrix); + Vector3 targetWhitePointLms = Vector3.Transform(destinationWhitePoint.ToVector3(), matrix); + + Vector3 vector = targetWhitePointLms / sourceWhitePointLms; + Vector3 targetColorLms = Vector3.Multiply(vector, sourceColorLms); + dp = new CieXyz(Vector3.Transform(targetColorLms, inverseMatrix)); + } + } +} diff --git a/src/ImageSharp/ColorSpaces/Conversion/Implementation/VonKriesChromaticAdaptation.cs b/src/ImageSharp/ColorSpaces/Conversion/Implementation/VonKriesChromaticAdaptation.cs index 97e9cee813..8f33e59f5a 100644 --- a/src/ImageSharp/ColorSpaces/Conversion/Implementation/VonKriesChromaticAdaptation.cs +++ b/src/ImageSharp/ColorSpaces/Conversion/Implementation/VonKriesChromaticAdaptation.cs @@ -8,7 +8,7 @@ using System.Runtime.InteropServices; namespace SixLabors.ImageSharp.ColorSpaces.Conversion; /// -/// Implementation of the von Kries chromatic adaptation model. +/// Implementation of the Von Kries chromatic adaptation model. /// /// /// Transformation described here: diff --git a/tests/ImageSharp.Tests/ColorProfiles/ApproximateColorProfileComparer.cs b/tests/ImageSharp.Tests/ColorProfiles/ApproximateColorProfileComparer.cs new file mode 100644 index 0000000000..74fa132163 --- /dev/null +++ b/tests/ImageSharp.Tests/ColorProfiles/ApproximateColorProfileComparer.cs @@ -0,0 +1,42 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using System.Diagnostics.CodeAnalysis; +using SixLabors.ImageSharp.ColorProfiles; + +namespace SixLabors.ImageSharp.Tests.ColorProfiles; + +/// +/// Allows the approximate comparison of color profile component values. +/// +internal readonly struct ApproximateColorProfileComparer : + IEqualityComparer, + IEqualityComparer, + IEqualityComparer +{ + private readonly float epsilon; + + /// + /// Initializes a new instance of the struct. + /// + /// The comparison error difference epsilon to use. + public ApproximateColorProfileComparer(float epsilon = 1f) => this.epsilon = epsilon; + + public bool Equals(CieLab x, CieLab y) => this.Equals(x.L, y.L) && this.Equals(x.A, y.A) && this.Equals(x.B, y.B); + + public bool Equals(CieXyz x, CieXyz y) => this.Equals(x.X, y.X) && this.Equals(x.Y, y.Y) && this.Equals(x.Z, y.Z); + + public bool Equals(Lms x, Lms y) => this.Equals(x.L, y.L) && this.Equals(x.M, y.M) && this.Equals(x.S, y.S); + + public int GetHashCode([DisallowNull] CieLab obj) => obj.GetHashCode(); + + public int GetHashCode([DisallowNull] CieXyz obj) => obj.GetHashCode(); + + public int GetHashCode([DisallowNull] Lms obj) => obj.GetHashCode(); + + private bool Equals(float x, float y) + { + float d = x - y; + return d >= -this.epsilon && d <= this.epsilon; + } +} diff --git a/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndCieLabConversionTest.cs b/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndCieLabConversionTest.cs new file mode 100644 index 0000000000..da2bcbc876 --- /dev/null +++ b/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndCieLabConversionTest.cs @@ -0,0 +1,86 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using SixLabors.ImageSharp.ColorProfiles; + +namespace SixLabors.ImageSharp.Tests.ColorProfiles; + +/// +/// Tests - conversions. +/// +/// +/// Test data generated using: +/// +/// +public class CieXyzAndCieLabConversionTest +{ + private static readonly ApproximateColorProfileComparer Comparer = new(.0001f); + + [Theory] + [InlineData(100, 0, 0, 0.95047, 1, 1.08883)] + [InlineData(0, 0, 0, 0, 0, 0)] + [InlineData(0, 431.0345, 0, 0.95047, 0, 0)] + [InlineData(100, -431.0345, 172.4138, 0, 1, 0)] + [InlineData(0, 0, -172.4138, 0, 0, 1.08883)] + [InlineData(45.6398, 39.8753, 35.2091, 0.216938, 0.150041, 0.048850)] + [InlineData(77.1234, -40.1235, 78.1120, 0.358530, 0.517372, 0.076273)] + [InlineData(10, -400, 20, 0, 0.011260, 0)] + public void Convert_Lab_to_Xyz(float l, float a, float b, float x, float y, float z) + { + // Arrange + CieLab input = new(l, a, b); + ColorConversionOptions options = new() { WhitePoint = Illuminants.D65, TargetWhitePoint = Illuminants.D65 }; + ColorProfileConverter converter = new(options); + CieXyz expected = new(x, y, z); + + Span inputSpan = new CieLab[5]; + inputSpan.Fill(input); + + Span actualSpan = new CieXyz[5]; + + // Act + CieXyz actual = converter.Convert(input); + converter.Convert(inputSpan, actualSpan); + + // Assert + Assert.Equal(expected, actual, Comparer); + + for (int i = 0; i < actualSpan.Length; i++) + { + Assert.Equal(expected, actualSpan[i], Comparer); + } + } + + [Theory] + [InlineData(0.95047, 1, 1.08883, 100, 0, 0)] + [InlineData(0, 0, 0, 0, 0, 0)] + [InlineData(0.95047, 0, 0, 0, 431.0345, 0)] + [InlineData(0, 1, 0, 100, -431.0345, 172.4138)] + [InlineData(0, 0, 1.08883, 0, 0, -172.4138)] + [InlineData(0.216938, 0.150041, 0.048850, 45.6398, 39.8753, 35.2091)] + public void Convert_Xyz_to_Lab(float x, float y, float z, float l, float a, float b) + { + // Arrange + CieXyz input = new(x, y, z); + ColorConversionOptions options = new() { WhitePoint = Illuminants.D65, TargetWhitePoint = Illuminants.D65 }; + ColorProfileConverter converter = new(options); + CieLab expected = new(l, a, b); + + Span inputSpan = new CieXyz[5]; + inputSpan.Fill(input); + + Span actualSpan = new CieLab[5]; + + // Act + CieLab actual = converter.Convert(input); + converter.Convert(inputSpan, actualSpan); + + // Assert + Assert.Equal(expected, actual, Comparer); + + for (int i = 0; i < actualSpan.Length; i++) + { + Assert.Equal(expected, actualSpan[i], Comparer); + } + } +} diff --git a/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndLmsConversionTest.cs b/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndLmsConversionTest.cs new file mode 100644 index 0000000000..60938991e8 --- /dev/null +++ b/tests/ImageSharp.Tests/ColorProfiles/CieXyzAndLmsConversionTest.cs @@ -0,0 +1,81 @@ +// Copyright (c) Six Labors. +// Licensed under the Six Labors Split License. + +using SixLabors.ImageSharp.ColorProfiles; + +namespace SixLabors.ImageSharp.Tests.ColorProfiles; + +/// +/// Tests - conversions. +/// +/// +/// Test data generated using original colorful library. +/// +public class CieXyzAndLmsConversionTest +{ + private static readonly ApproximateColorProfileComparer Comparer = new(.0001f); + + [Theory] + [InlineData(0.941428535, 1.040417467, 1.089532651, 0.95047, 1, 1.08883)] + [InlineData(0, 0, 0, 0, 0, 0)] + [InlineData(0.850765697, -0.713042594, 0.036973283, 0.95047, 0, 0)] + [InlineData(0.2664, 1.7135, -0.0685, 0, 1, 0)] + [InlineData(-0.175737162, 0.039960061, 1.121059368, 0, 0, 1.08883)] + [InlineData(0.2262677362, 0.0961411609, 0.0484570397, 0.216938, 0.150041, 0.048850)] + public void Convert_Lms_to_CieXyz(float l, float m, float s, float x, float y, float z) + { + // Arrange + Lms input = new(l, m, s); + ColorProfileConverter converter = new(); + CieXyz expected = new(x, y, z); + + Span inputSpan = new Lms[5]; + inputSpan.Fill(input); + + Span actualSpan = new CieXyz[5]; + + // Act + CieXyz actual = converter.Convert(input); + converter.Convert(inputSpan, actualSpan); + + // Assert + Assert.Equal(expected, actual, Comparer); + + for (int i = 0; i < actualSpan.Length; i++) + { + Assert.Equal(expected, actualSpan[i], Comparer); + } + } + + [Theory] + [InlineData(0.95047, 1, 1.08883, 0.941428535, 1.040417467, 1.089532651)] + [InlineData(0, 0, 0, 0, 0, 0)] + [InlineData(0.95047, 0, 0, 0.850765697, -0.713042594, 0.036973283)] + [InlineData(0, 1, 0, 0.2664, 1.7135, -0.0685)] + [InlineData(0, 0, 1.08883, -0.175737162, 0.039960061, 1.121059368)] + [InlineData(0.216938, 0.150041, 0.048850, 0.2262677362, 0.0961411609, 0.0484570397)] + public void Convert_CieXyz_to_Lms(float x, float y, float z, float l, float m, float s) + { + // Arrange + CieXyz input = new(x, y, z); + ColorProfileConverter converter = new(); + Lms expected = new(l, m, s); + + Span inputSpan = new CieXyz[5]; + inputSpan.Fill(input); + + Span actualSpan = new Lms[5]; + + // Act + Lms actual = converter.Convert(input); + converter.Convert(inputSpan, actualSpan); + + // Assert + Assert.Equal(expected, actual, Comparer); + + for (int i = 0; i < actualSpan.Length; i++) + { + Assert.Equal(expected, actualSpan[i], Comparer); + } + } +} diff --git a/tests/ImageSharp.Tests/ImageSharp.Tests.csproj b/tests/ImageSharp.Tests/ImageSharp.Tests.csproj index a389c8ab8c..41e6e525f8 100644 --- a/tests/ImageSharp.Tests/ImageSharp.Tests.csproj +++ b/tests/ImageSharp.Tests/ImageSharp.Tests.csproj @@ -39,7 +39,7 @@ Do not update or consolidate BenchmarkDotNet. https://github.com/dotnet/arcade/issues/8483 --> - +