A new flexible bi-orthogonal filter design for multiresolution filterbankswith application to image compression

Citation
N. Polyak et Wa. Pearlman, A new flexible bi-orthogonal filter design for multiresolution filterbankswith application to image compression, IEEE SIGNAL, 48(8), 2000, pp. 2279-2288
Citations number
29
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
48
Issue
8
Year of publication
2000
Pages
2279 - 2288
Database
ISI
SICI code
1053-587X(200008)48:8<2279:ANFBFD>2.0.ZU;2-T
Abstract
In this paper, we propose a new fast method with great potential for multir esolution pyramid decomposition of signals and images. The method allows un usual flexibility in choosing a filter for any task involving the multireso lution analysis and synthesis. Using our method, one can choose any low-pas s filter for the multiresolution filtering. This method enabled us to choos e the best filters for set partitioning in hierarchical trees (SPIHT) image compression for the corresponding support sizes. The compression results f or our seven tap filters are better than those of the 9/7 wavelet filters a nd approximately the same as those of the 10/18 filters, while at the same time our seven tap filters are faster than 10/18 filters.