diff --git a/src/ImageSharp/Common/Helpers/ColorNumerics.cs b/src/ImageSharp/Common/Helpers/ColorNumerics.cs
index 735f6bc597..066dbec3dc 100644
--- a/src/ImageSharp/Common/Helpers/ColorNumerics.cs
+++ b/src/ImageSharp/Common/Helpers/ColorNumerics.cs
@@ -97,7 +97,7 @@ internal static class ColorNumerics
     /// Scales a value from a 16 bit <see cref="ushort"/> to an
     /// 8 bit <see cref="byte"/> equivalent.
     /// </summary>
-    /// <param name="component">The 8 bit component value.</param>
+    /// <param name="component">The 16 bit component value.</param>
     /// <returns>The <see cref="byte"/></returns>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static byte From16BitTo8Bit(ushort component) =>
@@ -133,13 +133,47 @@ internal static class ColorNumerics
         (byte)(((component * 255) + 32895) >> 16);
 
     /// <summary>
-    /// Scales a value from an 32 bit <see cref="uint"/> to
-    /// an 8 bit <see cref="byte"/> equivalent.
+    /// Scales a value from a 32 bit <see cref="uint"/> to an
+    /// 8 bit <see cref="byte"/> equivalent.
     /// </summary>
     /// <param name="component">The 32 bit component value.</param>
     /// <returns>The <see cref="byte"/> value.</returns>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
-    public static byte From32BitTo8Bit(uint component) => (byte)(component >> 24);
+    public static byte From32BitTo8Bit(uint component) =>
+
+        // To scale to 8 bits from a 32-bit value V the required value is:
+        //
+        //    (V * 255) / 4294967295
+        //
+        // Since:
+        //
+        //    4294967295 = 255 * 16843009
+        //
+        // this reduces exactly to:
+        //
+        //    V / 16843009
+        //
+        // To round to nearest using integer arithmetic we add half the divisor
+        // before dividing:
+        //
+        //    (V + 16843009 / 2) / 16843009
+        //
+        // where:
+        //
+        //    16843009 / 2 = 8421504.5
+        //
+        // Using 8421504 ensures correct round-to-nearest behaviour:
+        //
+        //    8421504 -> 0
+        //    8421505 -> 1
+        //
+        // The addition must be performed in 64-bit to avoid overflow for large
+        // input values (for example uint.MaxValue).
+        //
+        // Final exact integer implementation:
+        //
+        //    ((ulong)V + 8421504) / 16843009
+        (byte)((component + 8421504UL) / 16843009UL);
 
     /// <summary>
     /// Scales a value from an 8 bit <see cref="byte"/> to
diff --git a/src/ImageSharp/PixelFormats/PixelImplementations/Rgb96.cs b/src/ImageSharp/PixelFormats/PixelImplementations/Rgb96.cs
index 5f61d5778b..12275061dd 100644
--- a/src/ImageSharp/PixelFormats/PixelImplementations/Rgb96.cs
+++ b/src/ImageSharp/PixelFormats/PixelImplementations/Rgb96.cs
@@ -19,7 +19,12 @@ public partial struct Rgb96 : IPixel<Rgb96>, IEquatable<Rgb96>
 {
     private const float InvMax = 1.0f / uint.MaxValue;
 
-    private const float Max = uint.MaxValue;
+    // Use double here because at this magnitude a float cannot represent all 32-bit
+    // integer values exactly. A float only has 24 bits of precision, so around
+    // uint.MaxValue it can only represent multiples of 256 and will round
+    // 4294967295 up to 4294967296. Double has 53 bits of precision and can
+    // represent all uint values exactly, avoiding precision loss before scaling.
+    private const double Max = uint.MaxValue;
 
     /// <summary>
     /// Gets the red component.
@@ -96,8 +101,11 @@ public partial struct Rgb96 : IPixel<Rgb96>, IEquatable<Rgb96>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static Rgb96 FromVector4(Vector4 source)
     {
-        source = Numerics.Clamp(source, Vector4.Zero, Vector4.One) * Max;
-        return new Rgb96((uint)MathF.Round(source.X), (uint)MathF.Round(source.Y), (uint)MathF.Round(source.Z));
+        source = Numerics.Clamp(source, Vector4.Zero, Vector4.One);
+        return new Rgb96(
+            (uint)Math.Round(source.X * Max),
+            (uint)Math.Round(source.Y * Max),
+            (uint)Math.Round(source.Z * Max));
     }
 
     /// <inheritdoc/>
diff --git a/src/ImageSharp/PixelFormats/PixelImplementations/Rgba128.cs b/src/ImageSharp/PixelFormats/PixelImplementations/Rgba128.cs
index 77934eac81..7fc62b7ffb 100644
--- a/src/ImageSharp/PixelFormats/PixelImplementations/Rgba128.cs
+++ b/src/ImageSharp/PixelFormats/PixelImplementations/Rgba128.cs
@@ -19,7 +19,12 @@ public partial struct Rgba128 : IPixel<Rgba128>, IEquatable<Rgba128>
 {
     private const float InvMax = 1.0f / uint.MaxValue;
 
-    private const float Max = uint.MaxValue;
+    // Use double here because at this magnitude a float cannot represent all 32-bit
+    // integer values exactly. A float only has 24 bits of precision, so around
+    // uint.MaxValue it can only represent multiples of 256 and will round
+    // 4294967295 up to 4294967296. Double has 53 bits of precision and can
+    // represent all uint values exactly, avoiding precision loss before scaling.
+    private const double Max = uint.MaxValue;
 
     /// <summary>
     /// Gets the red component.
@@ -96,8 +101,12 @@ public partial struct Rgba128 : IPixel<Rgba128>, IEquatable<Rgba128>
     /// <inheritdoc/>
     public static Rgba128 FromVector4(Vector4 source)
     {
-        source = Numerics.Clamp(source, Vector4.Zero, Vector4.One) * Max;
-        return new Rgba128((uint)MathF.Round(source.X), (uint)MathF.Round(source.Y), (uint)MathF.Round(source.Z), (uint)MathF.Round(source.W));
+        source = Numerics.Clamp(source, Vector4.Zero, Vector4.One);
+        return new Rgba128(
+            (uint)Math.Round(source.X * Max),
+            (uint)Math.Round(source.Y * Max),
+            (uint)Math.Round(source.Z * Max),
+            (uint)Math.Round(source.W * Max));
     }
 
     /// <inheritdoc/>