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Add progressive JPEG encoder - #2740

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JimBobSquarePants merged 16 commits into
SixLabors:mainfrom
ardabada:progressive-jpeg-encoder
Oct 12, 2024
Merged

JimBobSquarePants merged 16 commits into
SixLabors:mainfrom
ardabada:progressive-jpeg-encoder

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@ardabada

@ardabada ardabada commented May 21, 2024 •

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Prerequisites

  • I have written a descriptive pull-request title
  • I have verified that there are no overlapping pull-requests open
  • I have verified that I am following the existing coding patterns and practice as demonstrated in the repository. These follow strict Stylecop rules 👮.
  • I have provided test coverage for my change (where applicable)

Description

This PR adds progressive JPEG encoder (see #10 and #449).
Implementation adapted from https://github.com/vstroebel/jpeg-encoder

No tests added yet. Restart interval also should be added.
Please take a look if it makes sense to you.

@CLAassistant

CLAassistant commented May 21, 2024 •

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Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you all sign our Contributor License Agreement before we can accept your contribution.
2 out of 3 committers have signed the CLA.

✅ ardabada
✅ JimBobSquarePants
❌ Alexandr Ivanov


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@JimBobSquarePants

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Wow! Thanks @ardabada

Tests are failing just now due to a minor StyleCop issue (trailing space) would it be possible to fix that and add some additional unit tests to verify the encoded output?

@br3aker would you be able to help review this? It reuses most of the work you implemented.

@ardabada

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Hi @JimBobSquarePants, I've added a test. The test suite seems quite complicated to me, and I need more time to understand how it works before I can write more complex, byte-level tests.

I've also split the WriteBlock method into two separate methods: WriteDc and WriteAcBlock. This change was necessary because the progressive encoder requires different values in the for loop when writing AC components. Additionally, I've updated the final if statement for writing the end of the block to check runLength > 0 instead of lastValuableIndex, since runLength is reset when encountering a non-zero coefficient. I hope this makes sense. CC @br3aker

I'd like to add a restart interval as well, but it seems to require more changes. WriteMarker is currently in JpegEncoderCore, and it should be called from HuffmanScanEncoder, which isn't an ideal solution. Therefore, I will postpone this for now.

@JimBobSquarePants

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Hi @JimBobSquarePants, I've added a test. The test suite seems quite complicated to me, and I need more time to understand how it works before I can write more complex, byte-level tests.

I've also split the WriteBlock method into two separate methods: WriteDc and WriteAcBlock. This change was necessary because the progressive encoder requires different values in the for loop when writing AC components. Additionally, I've updated the final if statement for writing the end of the block to check runLength > 0 instead of lastValuableIndex, since runLength is reset when encountering a non-zero coefficient. I hope this makes sense. CC @br3aker

I'd like to add a restart interval as well, but it seems to require more changes. WriteMarker is currently in JpegEncoderCore, and it should be called from HuffmanScanEncoder, which isn't an ideal solution. Therefore, I will postpone this for now.

Thanks for the updates! I've no issue with duplicate WriteMarker calls for now if you find it easier to go that way..

I'll pull down your code ASAP and have a good read through. Maybe I can help write tests.

@JimBobSquarePants

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Hi @ardabada apologies for the slow response. The code all looks great so far!

I think you can either

  1. Add a duplicate WriteMarkerHeader method to the HuffmanScanEncoder.
  2. Make WriteMarkerHeader static and internal passing the stream as a parameter.

I'm happy with whatever approach you take.

For tests I would keep it high level and simply encode/verify the output against expected results.

[WithFile(TestImages.Png.BikeGrayscale, nameof(LuminanceEncodingSetups), PixelTypes.L8)]
[WithFile(TestImages.Jpeg.Baseline.Cmyk, nameof(CmykEncodingSetups), PixelTypes.Rgb24)]
[WithFile(TestImages.Jpeg.Baseline.Ycck, nameof(YcckEncodingSetups), PixelTypes.Rgb24)]
public void EncodeProgressive_DefaultNumberOfScans<TPixel>(TestImageProvider<TPixel> provider, JpegEncodingColor colorType, int quality, float tolerance)

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If you can add an additional test setting the restart interval this would be good to merge! 👍

@JimBobSquarePants

JimBobSquarePants commented Jul 26, 2024 •

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@ardabada I pulled down your code and added the following test. It appears that writing anything other than the default value causes our decoder to fail.

[Theory]
[WithFile(TestImages.Png.CalliphoraPartial, nameof(NonSubsampledEncodingSetups), PixelTypes.Rgb24)]
[WithFile(TestImages.Png.CalliphoraPartial, nameof(SubsampledEncodingSetups), PixelTypes.Rgb24)]
[WithFile(TestImages.Png.BikeGrayscale, nameof(LuminanceEncodingSetups), PixelTypes.L8)]
[WithFile(TestImages.Jpeg.Baseline.Cmyk, nameof(CmykEncodingSetups), PixelTypes.Rgb24)]
[WithFile(TestImages.Jpeg.Baseline.Ycck, nameof(YcckEncodingSetups), PixelTypes.Rgb24)]
public void EncodeProgressive_CustomNumberOfScans<TPixel>(TestImageProvider<TPixel> provider, JpegEncodingColor colorType, int quality, float tolerance)
where TPixel : unmanaged, IPixel<TPixel>
{
    using Image<TPixel> image = provider.GetImage();

    JpegEncoder encoder = new()
    {
        Quality = quality,
        ColorType = colorType,
        Progressive = true,
        RestartInterval = 7
    };
    string info = $"{colorType}-Q{quality}";

    using MemoryStream ms = new();
    image.SaveAsJpeg(ms, encoder);
    ms.Position = 0;

    // TEMP: Save decoded output as PNG so we can do a pixel compare.
    using Image<TPixel> image2 = Image.Load<TPixel>(ms);
    image2.DebugSave(provider, testOutputDetails: info, extension: "png");

    ImageComparer comparer = new TolerantImageComparer(tolerance);
    image.VerifyEncoder(provider, "jpeg", info, encoder, comparer, referenceImageExtension: "jpg");
}

Here's an encoded jpeg which seems to be decodable by browsers, Windows, and System.Drawing.
EncodeProgressive_CustomNumberOfScans_Rgb24_CalliphoraPartial_Rgb-Q80

And here's how our decoder sees it.
EncodeProgressive_CustomNumberOfScans_Rgb24_CalliphoraPartial_Rgb-Q40

I did find an issue with DRI marker writing where we were writing too many bytes to the stream (see fixed version below)

/// <summary>
/// Writes the DRI marker
/// </summary>
/// <param name="restartInterval">Numbers of MCUs between restart markers.</param>
/// <param name="buffer">Temporary buffer.</param>
private void WriteDri(int restartInterval, Span<byte> buffer)
{
    if (restartInterval <= 0)
    {
        return;
    }

    this.WriteMarkerHeader(JpegConstants.Markers.DRI, 4, buffer);

    buffer[1] = (byte)(restartInterval & 0xff);
    buffer[0] = (byte)((restartInterval >> 8) & 0xff);
    this.outputStream.Write(buffer, 0, 2); // See explicit offset and length.
}

However, I think the issue is with the HuffmanScanDecoder. I've done some debugging and it's finding the markers well enough, perhaps something is not getting reset properly?

@br3aker If you have any time to help out here it would be greatly appreciated.

@ardabada

ardabada commented Aug 2, 2024

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Hi, @JimBobSquarePants, sorry for such long silence. I am currently looking into the JpegBitReader, looks like bitstream adjustment to start on the next byte boundary is not handled properly. As a suggestion, we can take restart interval in a separate PR

@JimBobSquarePants

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Hi, @JimBobSquarePants, sorry for such long silence. I am currently looking into the JpegBitReader, looks like bitstream adjustment to start on the next byte boundary is not handled properly. As a suggestion, we can take restart interval in a separate PR

No worries at all and thanks for replying. I'd like to get the bug in the reader fixed if possible before merging so that we don't forget. Would you be happy to investigate?

@ardabada

ardabada commented Oct 8, 2024

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Hi @JimBobSquarePants. PR updated. Looks like decoder is fixed now.
However i don't really like the duplicated ifs for restart intervals, are you ok with such approach or it's better to keep it in separate methods and track restarts to go in a field?

@JimBobSquarePants

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Legend! Thanks for fixing it. I’ll pull down and review ASAP

@JimBobSquarePants JimBobSquarePants left a comment

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This is fantastic thank you. I feature I've wanted for many years!

this.FlushToStream();
}

if (this.restartInterval > 0)

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Multiple if is fine here. Libjpeg turbo does the same.

xadupre pushed a commit to microsoft/onnxruntime that referenced this pull request Oct 8, 2026
Updated [SixLabors.ImageSharp](https://github.com/SixLabors/ImageSharp)
from 2.1.9 to 4.1.2.

<details>
<summary>Release notes</summary>

_Sourced from [SixLabors.ImageSharp's
releases](https://github.com/SixLabors/ImageSharp/releases)._

## 4.1.2

## What's Changed
* Harden codec and metadata input validation by @​JimBobSquarePants in
SixLabors/ImageSharp#3187
* Fix TIFF decoding of legacy 8-bit color maps by @​JimBobSquarePants in
SixLabors/ImageSharp#3189


**Full Changelog**:
SixLabors/ImageSharp@v4.1.1...v4.1.2

## 4.1.1

## What's Changed
* Fix CCITT decompressor bounds checks and error handling by
@​JimBobSquarePants in SixLabors/ImageSharp#3176


**Full Changelog**:
SixLabors/ImageSharp@v4.1.0...v4.1.1

## 4.1.0

## What's Changed
* GIF: background handling & quantizer overflow fix by
@​JimBobSquarePants in SixLabors/ImageSharp#3133
* Validate PBM max pixel value by @​JimBobSquarePants in
SixLabors/ImageSharp#3134
* Add support for Apple CgBI PNG images by @​Erik-White in
SixLabors/ImageSharp#3136
* Fix GIF transparency handling and dither by @​JimBobSquarePants in
SixLabors/ImageSharp#3143
* Bump codecov/codecov-action from 6 to 7 by @​dependabot[bot] in
SixLabors/ImageSharp#3141
* Add BlendWithCoverage overloads. Optimize Rgba32 compatible shuffling.
by @​JimBobSquarePants in
SixLabors/ImageSharp#3150
* Bump actions/checkout from 6 to 7 by @​dependabot[bot] in
SixLabors/ImageSharp#3146
* Bump actions/cache from 5 to 6 by @​dependabot[bot] in
SixLabors/ImageSharp#3149
* Fix convolution sampling for bounds smaller than the kernel radius by
@​JimBobSquarePants in SixLabors/ImageSharp#3152
* Enhance pixel formats and associated-alpha operations with
optimizations by @​JimBobSquarePants in
SixLabors/ImageSharp#3154
* Bump actions/setup-dotnet from 5 to 6 by @​dependabot[bot] in
SixLabors/ImageSharp#3155
* Fix degeneracy check for resize transforms by @​JimBobSquarePants in
SixLabors/ImageSharp#3157
* Improvements to Apple CgBI PNG handling by @​Erik-White in
SixLabors/ImageSharp#3137
* Clone TIFF profiles into image metadata by @​JimBobSquarePants in
SixLabors/ImageSharp#3159
* Add AOT compiler seeds for pixel formats and ICO, CUR, QOI codecs by
@​JimBobSquarePants in SixLabors/ImageSharp#3160
* Normalize SIMD pipelines using TensorPrimitives_ by
@​JimBobSquarePants in SixLabors/ImageSharp#3161
* Add ANI decoder support by @​Poker-sang in
SixLabors/ImageSharp#2899
* Remove AntialiasThreshold from GraphicsOptions by @​JimBobSquarePants
in SixLabors/ImageSharp#3162
* Add plus and extended pixel blend modes by @​JimBobSquarePants in
SixLabors/ImageSharp#3163
* Fix 16-bit binary PBM sample byte order by @​JimBobSquarePants in
SixLabors/ImageSharp#3164
* Make MemoryAllocator limits configurable and extensible by
@​JimBobSquarePants in SixLabors/ImageSharp#3165

## New Contributors
* @​Erik-White made their first contribution in
SixLabors/ImageSharp#3136

**Full Changelog**:
SixLabors/ImageSharp@v4.0.0...v4.1.0

## 4.0.0

## What's Changed
* Update to net8 by @​stefannikolei in
SixLabors/ImageSharp#2583
* Handle dedup of local palette of 256 length - Main by
@​JimBobSquarePants in SixLabors/ImageSharp#2607
* Replace custom Crc32 by @​JimBobSquarePants in
SixLabors/ImageSharp#2611
* Sync 3.1 DrawImage fixes by @​tocsoft in
SixLabors/ImageSharp#2612
* Fix handling gif encoding for global palettes - Main by
@​JimBobSquarePants in SixLabors/ImageSharp#2615
* Bump actions/setup-dotnet from 3 to 4 by @​dependabot[bot] in
SixLabors/ImageSharp#2613
* Adjusted the casing of the Webp format name by @​jscarle in
SixLabors/ImageSharp#2623
* Fix Paeth Filter decode on platforms that do not support Ssse3 - Main
by @​JimBobSquarePants in
SixLabors/ImageSharp#2620
* Fix WebP animation speed bug by @​marklagendijk in
SixLabors/ImageSharp#2624
* Promote PixelTypeInfo to Pixel by @​stefannikolei in
SixLabors/ImageSharp#2601
* TGA: Treat 32 bit True Color images always as transparent by
@​brianpopow in SixLabors/ImageSharp#2643
* Modernize and optimize pixel format operations across platforms. by
@​JimBobSquarePants in SixLabors/ImageSharp#2645
* Cleanup SimdUtils by @​JimBobSquarePants in
SixLabors/ImageSharp#2654
* Bump actions/cache from 3 to 4 by @​dependabot[bot] in
SixLabors/ImageSharp#2648
* Bump codecov/codecov-action from 3 to 4 by @​dependabot[bot] in
SixLabors/ImageSharp#2657
* Bump NuGet/setup-nuget from 1 to 2 by @​dependabot[bot] in
SixLabors/ImageSharp#2658
* Add v3.1.x fixes #​2673 and #​2674 into main. by @​JimBobSquarePants
in SixLabors/ImageSharp#2675
* Add fixes 2668, 2676, and 2677 to main by @​JimBobSquarePants in
SixLabors/ImageSharp#2678
* Merge 2681 to v4 Main by @​JimBobSquarePants in
SixLabors/ImageSharp#2690
* Add JPEG COM marker support by @​RobertMut in
SixLabors/ImageSharp#2641
* Bump actions/upload-artifact from 3 to 4 by @​dependabot[bot] in
SixLabors/ImageSharp#2625
* Only exit JPEG scan decoding after multiple EOF hits by
@​JimBobSquarePants in SixLabors/ImageSharp#2701
* V4 Ensure VP8X alpha flag is updated correctly. by @​JimBobSquarePants
in SixLabors/ImageSharp#2703
* Fix animated png handling (issue #​2708) by @​SpaceCheetah in
SixLabors/ImageSharp#2710
* Merge latest release from v3 by @​JimBobSquarePants in
SixLabors/ImageSharp#2720
* Fix MacOS jobs by @​antonfirsov in
SixLabors/ImageSharp#2728
* Fix async-over-sync issue in Image.DecodeAsync() by @​kroymann in
SixLabors/ImageSharp#2725
* Fix overflow in MemoryAllocator.Create(options) by @​antonfirsov in
SixLabors/ImageSharp#2730
* GifDecoder: Limit lzw bits to a maximum of 12 bits by @​brianpopow in
SixLabors/ImageSharp#2744
* GifDecoder : Allow skipping bad metadata using identify by
@​JimBobSquarePants in SixLabors/ImageSharp#2749
* Add ICO and CUR file decoder. by @​frg2089 in
SixLabors/ImageSharp#2579
* v4 - Fix off-by-one error when centering a transform. by
@​JimBobSquarePants in SixLabors/ImageSharp#2761
* v4 Fix 2758 by @​JimBobSquarePants in
SixLabors/ImageSharp#2764
* Simplify Color Space Conversion APIs by @​JimBobSquarePants in
SixLabors/ImageSharp#2739
* Webp: Fix Issue 2763 by @​brianpopow in
SixLabors/ImageSharp#2767
* V4 Correctly break during Png decoding by @​JimBobSquarePants in
SixLabors/ImageSharp#2773
* V4 : Fix filtering on PNG encode. by @​JimBobSquarePants in
SixLabors/ImageSharp#2778
* Fix #​2779 buffer overrun by @​KirillAldashkin in
SixLabors/ImageSharp#2780
* Fix ImageMetadata docs typo by @​lofcz in
SixLabors/ImageSharp#2781
* Add API for metadata conversion between formats. by
@​JimBobSquarePants in SixLabors/ImageSharp#2751
* Tiff decoder: Fix issue 2679 by @​brianpopow in
SixLabors/ImageSharp#2789
* Replace PngCrcChunkHandling by @​JimBobSquarePants in
SixLabors/ImageSharp#2786
* Add tagname to debugger visualization for Exif- and Iptc-values, to
facilitate easier debugging and discovery by @​lassevk in
SixLabors/ImageSharp#2787
* V4 - Correctly handle transform spaces when building transform
matrices. by @​JimBobSquarePants in
SixLabors/ImageSharp#2795
* Allow decoding Tiff of different frame size. by @​JimBobSquarePants in
SixLabors/ImageSharp#2788
* Add progressive JPEG encoder by @​ardabada in
SixLabors/ImageSharp#2740
* Fix using dither in BmpEncoder when bit per pixel is <= 4 by @​mistoll
in SixLabors/ImageSharp#2819
* Add QuadDistortion to ProjectiveTransformBuilder by @​Socolin in
SixLabors/ImageSharp#2748
* WEBP : Use Correct Width With AlphaDecoder by @​JimBobSquarePants in
SixLabors/ImageSharp#2823
 ... (truncated)

## 3.1.12

## What's Changed
* v3 : Add Full Metadata Parsing for WEBP Animations by
@​JimBobSquarePants in SixLabors/ImageSharp#3002
* V3: Prevent negative allocation attempt for huge TIFF files by
@​JimBobSquarePants in SixLabors/ImageSharp#3004
* Backport v3 : Tiff decoder: Fix issue 2679 by @​JimBobSquarePants in
SixLabors/ImageSharp#3007


**Full Changelog**:
SixLabors/ImageSharp@v3.1.11...v3.1.12

## 3.1.11

## What's Changed
* Backport V3 - GIF: Check for end of stream when reading comments. by
@​JimBobSquarePants in SixLabors/ImageSharp#2955


**Full Changelog**:
SixLabors/ImageSharp@v3.1.10...v3.1.11

## 3.1.10

## What's Changed
* V3: Remove ExifTagValue.InteroperabilityIndex by @​JimBobSquarePants
in SixLabors/ImageSharp#2939
* V3 TIFF : Allow additional and undefined extra samples by
@​JimBobSquarePants in SixLabors/ImageSharp#2942
* V3 Use EXIF byte order for EXIF encoded strings. by
@​JimBobSquarePants in SixLabors/ImageSharp#2944
* V3 Backport : Reduce the number of memory allocations in lossless WebP
encoder by @​JimBobSquarePants in
SixLabors/ImageSharp#2947


**Full Changelog**:
SixLabors/ImageSharp@v3.1.9...v3.1.10

## 3.1.9

## What's Changed
* V3: Do not attempt to decode iDAT chunks when image is fully decoded.
by @​JimBobSquarePants in
SixLabors/ImageSharp#2927
* V3 - Do not throw exception for non-required chunks. by
@​JimBobSquarePants in SixLabors/ImageSharp#2929
* V3: Do not encode WEBP images exceeding max dimensions by
@​JimBobSquarePants in SixLabors/ImageSharp#2931


**Full Changelog**:
SixLabors/ImageSharp@v3.1.8...v3.1.9

## 3.1.8

## What's Changed
* V3 : Fix GIF, PNG, and WEBP Edge Case Handling by @​JimBobSquarePants
in SixLabors/ImageSharp#2882
* V3 Nested sub ifds parsing fix by @​JimBobSquarePants in
SixLabors/ImageSharp#2913
* V3: Undo horizontal prediction for each tile row in case of tiled
tiff's by @​JimBobSquarePants in
SixLabors/ImageSharp#2914
* V3 - Use BPP from Color Writer for Compressor by @​JimBobSquarePants
in SixLabors/ImageSharp#2915


**Full Changelog**:
SixLabors/ImageSharp@v3.1.7...v3.1.8

## 3.1.7

## What's Changed
* V3 : Decode Chunky Tile Rows Directly. by @​JimBobSquarePants in
SixLabors/ImageSharp#2874
* V3: Gracefully handle LZW overflows by @​JimBobSquarePants in
SixLabors/ImageSharp#2880
* [3.1] Set LangVersion=12 unconditionally by @​antonfirsov in
SixLabors/ImageSharp#2896


**Full Changelog**:
SixLabors/ImageSharp@v3.1.6...v3.1.7

## 3.1.6

## What's Changed
* Mono AOT decoder workaround for slow jpeg decoding. by
@​JimBobSquarePants in SixLabors/ImageSharp#2762
* V3 - Correctly handle transform spaces when building transform
matrices. by @​JimBobSquarePants in
SixLabors/ImageSharp#2791
* Backport : V3 Fix #​2779 buffer overrun by @​JimBobSquarePants in
SixLabors/ImageSharp#2824
* Backport - v3 WEBP : Use Correct Width With AlphaDecoder by
@​JimBobSquarePants in SixLabors/ImageSharp#2827
* Rewrite ChunkedMemoryStream by @​JimBobSquarePants in
SixLabors/ImageSharp#2828


**Full Changelog**:
SixLabors/ImageSharp@v3.1.5...v3.1.6

## 3.1.5

## What's Changed
* [3.1] Fix overflow in MemoryAllocator.Create(options) by @​antonfirsov
in SixLabors/ImageSharp#2731
* v3 - Backport. Handle out of bounds Gif LZW max code by
@​JimBobSquarePants in SixLabors/ImageSharp#2754
* Fix off-by-one error when centering a transform. by
@​JimBobSquarePants in SixLabors/ImageSharp#2760
* v3.1.x Fix 2758 by @​JimBobSquarePants in
SixLabors/ImageSharp#2759
* v3.1.x - Backport Webp: Fix Issue 2763/2692 by @​JimBobSquarePants in
SixLabors/ImageSharp#2768
* Correctly break during Png decoding by @​JimBobSquarePants in
SixLabors/ImageSharp#2769
* Fix filtering on PNG encode. by @​JimBobSquarePants in
SixLabors/ImageSharp#2775


**Full Changelog**:
SixLabors/ImageSharp@v3.1.4...v3.1.5

## 3.1.4

## What's Changed
* Backport - Only exit JPEG scan decoding after multiple EOF hits by
@​JimBobSquarePants in SixLabors/ImageSharp#2702
* Ensure VP8X alpha flag is updated correctly. by @​JimBobSquarePants in
SixLabors/ImageSharp#2699
* Backport APNG fix to release/3.1.x by @​SpaceCheetah in
SixLabors/ImageSharp#2713
* Limit Read Palette Indices by @​JimBobSquarePants in
SixLabors/ImageSharp#2718
* Limit all memory allocations in the MemoryAllocator layer by
@​antonfirsov in SixLabors/ImageSharp#2706
* Clear Pixel Buffers on Decode. by @​JimBobSquarePants in
SixLabors/ImageSharp#2716


**Full Changelog**:
SixLabors/ImageSharp@v3.1.3...v3.1.4

## 3.1.3

## What's Changed
* Make DrawImage processor more robust to bad input. by
@​JimBobSquarePants in SixLabors/ImageSharp#2673
* Don't skip reading data for animation chunks on identify. by
@​JimBobSquarePants in SixLabors/ImageSharp#2674
* Fix AccessViolationException and hard crash with animated webp by
@​JimBobSquarePants in SixLabors/ImageSharp#2676
* Use a smarter approach to determine the transparent index when
encoding palette Pngs. by @​JimBobSquarePants in
SixLabors/ImageSharp#2677
* Limit ancillary PNG chunk size. by @​JimBobSquarePants in
SixLabors/ImageSharp#2681


**Full Changelog**:
SixLabors/ImageSharp@v3.1.2...v3.1.3

## 3.1.2

## What's Changed
* Fix Paeth Filter decode on platforms that do not support Ssse3 by
@​JimBobSquarePants in SixLabors/ImageSharp#2618
* Backport: Fix WebP animation speed bug by @​JimBobSquarePants in
SixLabors/ImageSharp#2637


**Full Changelog**:
SixLabors/ImageSharp@v3.1.1...v3.1.2

## 3.1.1

## What's Changed
* Handle dedup of local palette of 256 length by @​JimBobSquarePants in
SixLabors/ImageSharp#2605
* Correctly calculate foreground Rectangle when negative background
location is set (3.1 fix) by @​tocsoft in
SixLabors/ImageSharp#2609
* Handle case when Foreground image overhangs bottom of background image
during DrawImage Call (3.1 target) by @​tocsoft in
SixLabors/ImageSharp#2610
* Fix handling gif encoding for global palettes. by @​JimBobSquarePants
in SixLabors/ImageSharp#2614


**Full Changelog**:
SixLabors/ImageSharp@v3.1.0...v3.1.1

## 3.1.0

## What's Changed
* Reduced intermediate allocations by @​gfoidl in
SixLabors/ImageSharp#2415
* Port colorconverter YCbCr and YCCk to arm by @​stefannikolei in
SixLabors/ImageSharp#2417
* Added and used Numerics.Vector{128|256}Count extension by @​gfoidl in
SixLabors/ImageSharp#2422
* Improvements around `fixed` by @​gfoidl in
SixLabors/ImageSharp#2418
* Create vector constants inline and not via ROS<byte> by @​gfoidl in
SixLabors/ImageSharp#2419
* More tests for Webp lossless utils by @​brianpopow in
SixLabors/ImageSharp#2424
* Fix incorrect comments by @​hey-red in
SixLabors/ImageSharp#2426
* Fixed invalid jpeg buffer width compliment for scalar color converters
by @​br3aker in SixLabors/ImageSharp#2427
* Update Readme by @​brianpopow in
SixLabors/ImageSharp#2433
* Add AdvSimd in ComponentProcessor by @​stefannikolei in
SixLabors/ImageSharp#2429
* Fix decoding tiled tiff with unequal tile width and height by
@​brianpopow in SixLabors/ImageSharp#2436
* Fix Vp8Residual costs calculation by @​brianpopow in
SixLabors/ImageSharp#2432
* Fix thresholds for Resize kernel tests by @​brianpopow in
SixLabors/ImageSharp#2440
* Tiff: Undo horizontal predictor for cmyk images by @​brianpopow in
SixLabors/ImageSharp#2459
* fix a typo in XML comment for struct `Rgb48` by @​n0099 in
SixLabors/ImageSharp#2463
* Fix #​2467 bmp encoding issue for BMP with 1 bit per pixel and more
pixels per row than divisible by 8. by @​synercoder in
SixLabors/ImageSharp#2471
* Update Directory.Build.targets by @​Pashkinz92 in
SixLabors/ImageSharp#2468
* bugfix in Rational.cs, when both Nominator and Denominator equals to 0
by @​tsardaryanCamenAI in
SixLabors/ImageSharp#2453
* Fix DrawImage offsetting issues and improve API parameter names. by
@​JimBobSquarePants in SixLabors/ImageSharp#2474
* Use more accurate bit for alpha lookup. by @​JimBobSquarePants in
SixLabors/ImageSharp#2473
* Fix for B&W pbm images with width not dividable by 8 by @​ynse01 in
SixLabors/ImageSharp#2481
* Tiff: ccitt compression, fix for issue #​2451 by @​brianpopow in
SixLabors/ImageSharp#2483
* Use `FileOptions.Asynchronous` when doing async IO by @​Neme12 in
SixLabors/ImageSharp#2488
* Allow JFXX as an App0 marker header by @​JimBobSquarePants in
SixLabors/ImageSharp#2482
* Adding QOI support by @​LuisAlfredo92 in
SixLabors/ImageSharp#2446
* Vectorize TrimTransparentPixels in GifEncoderCore by @​gfoidl in
SixLabors/ImageSharp#2500
* Prevent crafted DOS attack. by @​JimBobSquarePants in
SixLabors/ImageSharp#2501
* Reverse automatic include behavior. by @​JimBobSquarePants in
SixLabors/ImageSharp#2515
* Handle EOF in Jpeg bit reader when data is bad to prevent DOS attack.…
by @​JimBobSquarePants in
SixLabors/ImageSharp#2523
* Fix #​2518 by @​antonfirsov in
SixLabors/ImageSharp#2519
* Fix for issue 2504 - IPTC and ICC profile information being lost
during TIFF file save by @​JeffP134 in
SixLabors/ImageSharp#2535
* Preserve Gif color palettes and deduplicate frame pixels. by
@​JimBobSquarePants in SixLabors/ImageSharp#2455
* Bump actions/checkout from 3 to 4 by @​dependabot in
SixLabors/ImageSharp#2530
* Expose and conserve the color palette for indexed png images. by
@​JimBobSquarePants in SixLabors/ImageSharp#2485
* Change ExifTag TimeZoneOffset to Signed Short by @​Cheesebaron in
SixLabors/ImageSharp#2541
* Expose non-nullable configuration to remove AOT limiting null check by
@​JimBobSquarePants in SixLabors/ImageSharp#2514
* Add GPSHPositioningError exif tag by @​Cheesebaron in
SixLabors/ImageSharp#2543
* Disallow allocation attempts of unrepresentable sizes by @​antonfirsov
in SixLabors/ImageSharp#2545
* Add webp decoder option to handle the background color in ANIM chunk
by @​brianpopow in SixLabors/ImageSharp#2547
* Tiff decoding robustness improvements by @​JimBobSquarePants in
SixLabors/ImageSharp#2550
* PBM decoder robustness improvements and BufferedReadStream
observability by @​antonfirsov in
SixLabors/ImageSharp#2551
* Follow up on post-merge discussions in #​2551 by @​antonfirsov in
SixLabors/ImageSharp#2552
* APNG support by @​Poker-sang in
SixLabors/ImageSharp#2511
* WebP - Reduce the allocations in lossless encoding by
@​JimBobSquarePants in SixLabors/ImageSharp#2546
* Animated webp encoder by @​Poker-sang in
SixLabors/ImageSharp#2569
* Fix boxed quantization and update refs by @​JimBobSquarePants in
SixLabors/ImageSharp#2582
* Explicitly set BitsPerPixel and BitsPerSample to 1 for bicolor
compressed images by @​brianpopow in
SixLabors/ImageSharp#2590
* [fix]: Fixed Unknown App0 Marker add profileResolver missing by
@​JoseEliasSantos in SixLabors/ImageSharp#2566
* Png- Do not attempt to read data for chunks of length 0. by
@​JimBobSquarePants in SixLabors/ImageSharp#2561
 ... (truncated)

## 3.0.2

## What's Changed
* Handle EOF in Jpeg bit reader when data is bad to prevent DOS attack.
by @​JimBobSquarePants in
SixLabors/ImageSharp#2516


**Full Changelog**:
SixLabors/ImageSharp@v3.0.1...v3.0.2

## 3.0.1

## What's Changed
* ISSUE #​2385 - Implementing try get pattern to
TryFindFormatByFileExtension(string extension, [NotNullWhen(true)] out
IImageFormat? format) by @​Ollie-Ave in
SixLabors/ImageSharp#2386
* Remove mac specific skips by @​stefannikolei in
SixLabors/ImageSharp#2384
* Add Arm intrinsics to JpegColorConverter RGB by @​stefannikolei in
SixLabors/ImageSharp#2397
* Add arm64 intrinsics for cmyk converter by @​stefannikolei in
SixLabors/ImageSharp#2400
* Low-hanging fruit codegen optimizations by @​gfoidl in
SixLabors/ImageSharp#2401
* Webp: Dont use using statement for encodedAlphaData by @​brianpopow in
SixLabors/ImageSharp#2412
* Fixed wrong division hack by @​gfoidl in
SixLabors/ImageSharp#2413
* Port GrayscalConverter to Arm by @​stefannikolei in
SixLabors/ImageSharp#2409
* Fix RgbScalar by @​stefannikolei in
SixLabors/ImageSharp#2416

## New Contributors
* @​Ollie-Ave made their first contribution in
SixLabors/ImageSharp#2386

**Full Changelog**:
SixLabors/ImageSharp@v3.0.0...v3.0.1

## 3.0.0

## What's Changed
* Use .NET 6 only by @​JimBobSquarePants in
SixLabors/ImageSharp#2098
* Convolution: Border wrapping modes by @​ynse01 in
SixLabors/ImageSharp#2060
* Use ReadOnlySpan<byte> static data compiler optimization in more
places by @​turbedi in SixLabors/ImageSharp#2101
* Add support for decoding jpeg's with arithmetic coding by @​brianpopow
in SixLabors/ImageSharp#2073
* Replace Array.Clear(array, 0, array.Length) calls with
Array.Clear(array) by @​turbedi in
SixLabors/ImageSharp#2103
* Preserve color profile when encoding bitmaps by @​brianpopow in
SixLabors/ImageSharp#2108
* Preserve color profile when encoding webp images by @​brianpopow in
SixLabors/ImageSharp#2109
* Preserve color profile when encoding PNG images by @​brianpopow in
SixLabors/ImageSharp#2110
* Add support for decoding webp images with animations by @​brianpopow
in SixLabors/ImageSharp#1985
* Jpeg compressed tiff: jpeg decoder should handle the conversion from
YCbCr to RGB by @​brianpopow in
SixLabors/ImageSharp#2124
* Deduce color space as YCbCr if component id's are 1, 2, 3 by
@​brianpopow in SixLabors/ImageSharp#2135
* Bump actions/checkout from 2 to 3 by @​dependabot in
SixLabors/ImageSharp#2145
* Bump actions/setup-dotnet from 1 to 2 by @​dependabot in
SixLabors/ImageSharp#2143
* Bump actions/cache from 2 to 3 by @​dependabot in
SixLabors/ImageSharp#2142
* Bump actions/upload-artifact from 2 to 3 by @​dependabot in
SixLabors/ImageSharp#2146
* Bump codecov/codecov-action from 1 to 3 by @​dependabot in
SixLabors/ImageSharp#2144
* Skip invalid markers during jpeg decoding by @​br3aker in
SixLabors/ImageSharp#2147
* Tiff: Performance improvements for Fax4 decompression by @​brianpopow
in SixLabors/ImageSharp#2134
* Fix regression in TIF image loading by @​brianpopow in
SixLabors/ImageSharp#2150
* Used inline SIMD vectors if they are constants by @​gfoidl in
SixLabors/ImageSharp#2122
* Print environment info on tests start by @​JimBobSquarePants in
SixLabors/ImageSharp#2175
* Update License by @​JimBobSquarePants in
SixLabors/ImageSharp#2176
* Jpeg downscaling decoding by @​br3aker in
SixLabors/ImageSharp#2076
* Add support for decoding tiff images with CieLab color space by
@​brianpopow in SixLabors/ImageSharp#2127
* Assembly Trimming Support by @​ds5678 in
SixLabors/ImageSharp#2160
* Jpeg color space deduction fix by @​br3aker in
SixLabors/ImageSharp#2177
* Add support for decoding tiff with webp compressed data by
@​brianpopow in SixLabors/ImageSharp#2128
* Fix issue when writing lossy webp with alpha data by @​brianpopow in
SixLabors/ImageSharp#2173
* Fix run-length encode compression implementation mistake in tga
encoder by @​l1nxy in SixLabors/ImageSharp#2172
* TGA Encoder/Decoder Improvements by @​brianpopow in
SixLabors/ImageSharp#2197
* Tiff: Make sure 1 Bit compression is only used with 1 bit pixel type
by @​brianpopow in SixLabors/ImageSharp#2201
* Refactor `EnumUtils` and make it AOT-friendly. by @​teo-tsirpanis in
SixLabors/ImageSharp#2200
* Jpeg encoder complete rewrite by @​br3aker in
SixLabors/ImageSharp#2120
* Fix IPTC tags written on jpg files that contains non-English
characters can't be correctly displayed on external apps #​2212 by
@​lmerino-ep in SixLabors/ImageSharp#2213
* Identify transparency for indexed PNG correctly by @​brianpopow in
SixLabors/ImageSharp#2215
* Introduce Shared General Decoder Options plus Specialization by
@​JimBobSquarePants in SixLabors/ImageSharp#2180
* Add option to encode 2-bit Bitmap's by @​brianpopow in
SixLabors/ImageSharp#2220
* Fix AdaptiveThresholdProcessor throws IndexOutOfRangeException by
@​brianpopow in SixLabors/ImageSharp#2221
* Relaxed bmp dimensions validation by @​smorokin in
SixLabors/ImageSharp#2192
* Remove obsolete code by @​JimBobSquarePants in
SixLabors/ImageSharp#2189
* Implement Median Blur processor by @​ynse01 in
SixLabors/ImageSharp#2219
* Make TestFile Image threadsafe. by @​JimBobSquarePants in
SixLabors/ImageSharp#2225
* PNG filter improvements by @​saucecontrol in
SixLabors/ImageSharp#2226
* Use File-Scoped Namespaces and Global Implicit Usings by
@​JimBobSquarePants in SixLabors/ImageSharp#2229
* Fix for issue #​2117 by @​brianpopow in
SixLabors/ImageSharp#2230
* Use System.Half for HalfTypeHelper by @​JimBobSquarePants in
SixLabors/ImageSharp#2233
* [Chore] Remove InlineningOption from ThrowHelpers by @​blouflashdb in
SixLabors/ImageSharp#2234
* Implement AutoLevel processor - Attempt 2 by @​ynse01 in
SixLabors/ImageSharp#2235
* Add TryGetLinearlySeparableComponents and tests by @​JimBobSquarePants
in SixLabors/ImageSharp#2224
 ... (truncated)

## 2.1.13

## What's Changed
* V2 backport: 2243 - Ignore unknown chunks for WEBP by @​sonbua in
SixLabors/ImageSharp#2505

## New Contributors
* @​sonbua made their first contribution in
SixLabors/ImageSharp#2505

**Full Changelog**:
SixLabors/ImageSharp@v2.1.12...v2.1.13

## 2.1.12

## What's Changed
* Backport #​2926 to release/2.1.x by @​mus65 in
SixLabors/ImageSharp#2985

## New Contributors
* @​mus65 made their first contribution in
SixLabors/ImageSharp#2985

**Full Changelog**:
SixLabors/ImageSharp@v2.1.11...v2.1.12

## 2.1.11

## What's Changed
* Backport V2 - GIF: Check for end of stream when reading comments. by
@​JimBobSquarePants in SixLabors/ImageSharp#2971


**Full Changelog**:
SixLabors/ImageSharp@v2.1.10...v2.1.11

## 2.1.10

## What's Changed
* Backport #​2859 to release/2.1.x by @​antonfirsov in
SixLabors/ImageSharp#2890
* Backport #​2701 to 2.1.x [copy] by @​antonfirsov in
SixLabors/ImageSharp#2891


**Full Changelog**:
SixLabors/ImageSharp@v2.1.9...v2.1.10

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