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AUREA beats JPEG by compressing images using variable-size Lapped Orthogonal Transform (8/16/32), a zero-bit Turing morphogenesis saliency field, AC-domain Chroma-from-Luma prediction, and rANS entropy coding with Exp-Golomb.

3 starsRust

Aurea, an image codec that sequences pixels like DNA

by Symphoenix·Mar 20, 2026·1 point·0 comments

AI Analysis

●●SolidBig BrainWizardry

Golden ratio codec beats JPEG on NIQE at low bitrate, but no adoption path versus AVIF.

Strengths
  • Golden Color Transform with phi-weighted prediction is genuinely novel math.
  • Full 4:4:4 chroma resolution avoids JPEG's color subsampling artifacts.
  • Windows shell extension with Explorer thumbnails shows real product thinking.
Weaknesses
  • No compression ratio or encoding speed benchmarks versus WebP, AVIF, or JPEG-XL.
  • Image codec space is dominated by established formats with hardware acceleration.
Category
Target Audience

Image compression researchers, developers interested in novel codecs

Similar To

JPEG · AVIF · JPEG-XL

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