Very fast JPEG compression using hierarchical vector quantization
Ricardo Lopes de Queiroz, Patrick Fleckenstein · IEEE Signal Processing Letters · 2000
We derive a JPEG compliant image compressor, which is based on hierarchical vector quantization (HVQ). The goal is to reduce complexity while increasing compression speed. For each block, the DCT DC coefficient is encoded in the regular way, while the residual is mapped through HVQ to a precomputed bit stream corresponding to the compressed DCT AC coefficients. Approximation quality is generally good for high compression ratios. Color Fax is one possible application target for the proposed system.