A PROGRESSIVE UNIVERSAL NOISELESS CODER

Citation
M. Effros et al., A PROGRESSIVE UNIVERSAL NOISELESS CODER, IEEE transactions on information theory, 40(1), 1994, pp. 108-117
Citations number
17
Categorie Soggetti
Information Science & Library Science","Engineering, Eletrical & Electronic
ISSN journal
00189448
Volume
40
Issue
1
Year of publication
1994
Pages
108 - 117
Database
ISI
SICI code
0018-9448(1994)40:1<108:APUNC>2.0.ZU;2-G
Abstract
We combine pruned tree-structured vector quantization (pruned TSVQ) wi th Itoh's universal noiseless coder. By combining pruned TSVQ with uni versal noiseless coding, we benefit from the ''successive approximatio n'' capabilities of TSVQ, thereby allowing progressive transmission of images, while retaining the ability to noiselessly encode images of u nknown statistics in a provably asymptotically optimal fashion. Noisel ess compression results are comparable to Ziv-Lempel and arithmetic co ding for both images and finely quantized Gaussian sources.