Entropy-constrained vector quantization (ECVQ) [3] offers substantially imp
roved image quality over vector quantization (VQ) at the cost of additional
encoding complexity. We extend results in the literature for fast nearest
neighbor search of VQ to ECVQ. We use a new, easily computed distance that
successfully eliminates most codewords from consideration.