Title :
Multiwavelet filter banks for data compression
Author :
Heller, P.N. ; Strela, V. ; Strang, G. ; Topiwala, P. ; Heil, C. ; Hills, L.S.
Author_Institution :
Aware Inc., Cambridge, MA, USA
fDate :
30 Apr-3 May 1995
Abstract :
This paper investigates the emerging notion of multiwavelets in the context of multirate filter banks, and applies a multiwavelet system to image coding. Multiwavelets are of interest because their constituent filters can be simultaneously symmetric and orthogonal (this combination is impossible for 2-band PR-QMFs), and because one can obtain higher orders of approximation (more vanishing wavelet moments) for a given filter length. We develop symmetric extension methods for finite-length signals under multiwavelet filtering. Techniques are then presented for pre- and post-processing one-dimensional signals in order to effectively exploit multiwavelet structures. Finally, we employ these new tools in a transform coding system and compare their performance with Daubechies´ scalar wavelets
Keywords :
band-pass filters; data compression; filtering theory; image coding; transform coding; wavelet transforms; Daubechies´ scalar wavelets; data compression; finite-length signals; image coding; multirate filter banks; multiwavelet filter banks; one-dimensional signals; orthogonal filters; symmetric filters; transform coding system; vanishing wavelet moments; Channel bank filters; Data compression; Filter bank; Filtering; Finite impulse response filter; Humans; Image coding; Signal resolution; Symmetric matrices; Transform coding;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.523762