Lossy Image Compression Methods
Basic theory - trade-off between bit rate and distortion.
Vector quantization (VQ).
- A indices of set of representative blocks can be used to code an image, yielding good compression. Requires training.
- An image can be decomposed into a low resolution version and the detail needed to recover the original. Sending most significant bits of the wavelet coded yields excellent compression.