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Mathematics

Image Compression Using Singular Value Decomposition

Quick fact

Using SVD, you can compress an image by storing only a handful of singular values and their corresponding vectors—sometimes just 10-20 singular values per color channel can reproduce an image that is visually nearly indistinguishable from the original.

Why this is interesting

You've probably stored and sent thousands of images, each a massive grid of numbers. What if you could throw away most of those numbers without anyone noticing the difference?