Fast nearest neighbor search of entropy-constrained vector quantization

Citation
Mh. Johnson et al., Fast nearest neighbor search of entropy-constrained vector quantization, IEEE IM PR, 9(8), 2000, pp. 1435-1437
Citations number
12
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
9
Issue
8
Year of publication
2000
Pages
1435 - 1437
Database
ISI
SICI code
1057-7149(200008)9:8<1435:FNNSOE>2.0.ZU;2-6
Abstract
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.