DocumentCode :
1341240
Title :
New Techniques for Rationalizing Orthogonal and Biorthogonal Wavelet Filter Coefficients
Author :
Murugesan, Selvaraaju ; Tay, David B H
Author_Institution :
Dept. of Electron. Eng., La Trobe Univ., Bundoora, VIC, Australia
Volume :
59
Issue :
3
fYear :
2012
fDate :
3/1/2012 12:00:00 AM
Firstpage :
628
Lastpage :
637
Abstract :
Most wavelet filters reported in the literature have irrational coefficients. Hardware implementation can be simpler if the filter coefficients are rational valued. In this paper, we present novel methods to rationalize both orthogonal and biorthogonal filter coefficients with perfect reconstruction and vanishing moments preservation. Rational orthogonal filter coefficients are obtained using lattice structures. Rational biorthogonal filter coefficients are obtained using the complementary filter technique in which one set of filter coefficients is expressed in terms of the other. The rationalized filters have characteristics that are very close to the original irrational filters. The techniques are simple yet general enough to be used for almost any filter bank unlike the techniques in previously reported works.
Keywords :
channel bank filters; wavelet transforms; biorthogonal filter coefficients; complementary filter technique; fitter bank; irrational fitters; lattice structures; orthogonal fitter coefficients; rationalized fitters; wavelet filters; Equations; Filtering theory; Image coding; Lattices; Mathematical model; Quantization; Wavelet transforms; Biorthogonal filters; FIR digital filters; orthogonal filters; rational coefficient; wavelets;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2011.2165415
Filename :
6035747
Link To Document :
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