A progressive transmission image coder using linear phase uniform filterbanks as block transforms

Citation
Td. Tran et Tq. Nguyen, A progressive transmission image coder using linear phase uniform filterbanks as block transforms, IEEE IM PR, 8(11), 1999, pp. 1493-1507
Citations number
30
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
8
Issue
11
Year of publication
1999
Pages
1493 - 1507
Database
ISI
SICI code
1057-7149(199911)8:11<1493:APTICU>2.0.ZU;2-Z
Abstract
This paper presents a novel image coding scheme using M-channel linear phas e perfect reconstruction filterbanks (LPPRFB's) in the embedded zerotree wa velet (EZW) framework introduced by Shapiro [1]. The innovation here is to replace the EZW's dyadic wavelet transform by M-channel uniform-band maxima lly decimated LPPRFB's, which offer finer frequency spectrum partitioning a nd higher energy compaction, The transform stage can now be implemented as a block transform which supports parallel processing mode and facilitates r egion-of-interest coding/decoding. For hardware implementation, the transfo rm boasts efficient lattice structures, which employ a minimal number of de lay elements and are robust under the quantization of lattice coefficients. The resulted compression algorithm also retains all attractive properties of the EZW coder and its variations such as progressive image transmission, embedded quantization, exact bit rate control, and idempotency, Despite it s simplicity, our nem coder outperforms some of the best image coders publi shed recently in literature [1]-[4], for almost all test images (especially natural, hard-to-code ones) at almost all bit rates.