DocumentCode
1190656
Title
Dyadic-based factorizations for regular paraunitary filterbanks and M-band orthogonal wavelets with structural vanishing moments
Author
Chen, Ying-Jui ; Oraintara, Soontorn ; Amaratunga, Kevin S.
Author_Institution
Intelligent Eng. Syst. Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
Volume
53
Issue
1
fYear
2005
Firstpage
193
Lastpage
207
Abstract
Paraunitary filterbanks (PUFBs) can be designed and implemented using either degree-one or order-one dyadic-based factorization. This work discusses how regularity of a desired degree is structurally imposed on such factorizations for any number of channels M ≥ 2, without necessarily constraining the phase responses. The regular linear-phase PUFBs become a special case under the proposed framework. We show that the regularity conditions are conveniently expressed in terms of recently reported M-channel lifting structures, which allow for fast, reversible, and possibly multiplierless implementations in addition to improved design efficiency, as suggested by numerical experience. M-band orthonormal wavelets with structural vanishing moments are obtained by iterating the resulting regular PUFBs on the lowpass channel. Design examples are presented and evaluated using a transform-based image coder, and they are found to outperform previously reported designs.
Keywords
FIR filters; channel bank filters; image coding; wavelet transforms; M-band orthogonal wavelet; dyadic-based factorization; linear-phase PUFB; lowpass channel; regular paraunitary filterbanks; structural vanishing moments; transform-based image coder; Delay; Finite impulse response filter; Inspection; Intelligent systems; Interpolation; Laboratories; Polynomials; Power engineering and energy; Systems engineering and theory; Wavelet coefficients;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2004.838962
Filename
1369662
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