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案例库 · 工程与运营 · 技术决策 · 1992

这条还没译成中文,下面是英文原文。

JPEG compressed photos by deleting what eyes cannot see.

The 1992 standard split images into frequency blocks, threw away imperceptible detail, and made digital photos practical.

Joint Photographic Experts Group

那一手

By the late 1980s, storing and transmitting photographic images was brutally expensive: an uncompressed color photo consumed hundreds of thousands of bytes. The ISO/IEC Joint Photographic Experts Group began work in 1986 on a common standard for still-image compression.

The result, JPEG (ISO/IEC 10918), was completed in 1992; the ITU adopted the identical text as Recommendation T.81 in September 1992. The JPEG committee describes the core coding system as the well-known Huffman-coded, DCT-based lossy image format.

The trick is perceptual: the transform concentrates the image's energy into a few coefficients, and quantization discards small differences that human vision cannot resolve. Because encoder and decoder use the same rules, any compliant device can read any compliant image.

为什么管用

  • The DCT concentrates image energy so most coefficients can be discarded.
  • Quantization matches the coding to human vision instead of mathematical exactness.
  • A single international standard meant one file worked on every device.
  • Lossy compression gave a large size cut that made digital photos usable.
值了多少Discard what the eye ignores, keep the rest聪明

可以搬走什么

Optimize for the human perceiving the output, not the data itself: when the consumer cannot detect the difference, the wasted bits are cost with no value.

后来呢

JPEG became the most widely used image format on the web and in cameras for two decades, and its success spawned the JPEG 2000 and JPEG XS families. The perceptual-coding trick it proved also underpins video formats such as MPEG.

资料来源

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同一路聪明