~/talk

Learn how does video CODEC works under the hood

Talkat THE CONF 2017 · on Monday, 2017-10-02· [computer-vision]
links:none on file
slides:none on file

Covers how codecs actually cut 250 GB of raw 1080p video down (chroma subsampling halves color data to ~125 GB, then transforms and entropy coding bring it to ~1.3 GB and playable at ~6 Mbps). Explains DCT transform, block partitioning, zig‑zag + entropy coding (run‑length/Huffman), and the difference between cheap frame‑diffs and motion estimation (saves more bits). Shows an FFmpeg demo and argues HEVC/H.265 improves compression by larger blocks, more prediction directions and CPU tradeoffs. Good if you want mechanisms and numbers.

AI-written summary · about

  1. 0:00Introduction and overview
  2. 1:40What is video compression needed
  3. 6:57Digital video basics
  4. 10:08Human vision and color models
  5. 13:05Chroma subsampling explained
  6. 17:45Temporal compression techniques
  7. 20:14Spatial compression and transforms
  8. 23:19How DCT compression works
  9. 26:56Encoding and bitrate reduction
  10. 30:34Decoder workflow and summary
  11. 32:23Codec efficiency and trade-offs
  12. 34:34Q&A and closing
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