DocumentCode
779522
Title
Phaselets of framelets
Author
Gopinath, Ramesh A.
Author_Institution
IBM T. J. Watson Res. Center, Yorktown Heights, NY, USA
Volume
53
Issue
5
fYear
2005
fDate
5/1/2005 12:00:00 AM
Firstpage
1794
Lastpage
1806
Abstract
Phaselets are a set of dyadic wavelets that are related in a particular way such that the associated redundant wavelet transform is nearly shift-invariant. Framelets are a set of functions that generalize the notion of a single dyadic wavelet in the sense that dyadic dilates and translates of these functions form a frame in L2(IR). This paper generalizes the notion of phaselets to framelets. Sets of framelets that only differ in their Fourier transform phase are constructed such that the resulting redundant wavelet transform is approximately shift invariant. Explicit constructions of phaselets are given for frames with two and three framelet generators. The results in this paper generalize the construction of Hilbert transform pairs of framelets.
Keywords
Fourier transforms; Hilbert transforms; channel bank filters; wavelet transforms; Fourier transform phase; Hilbert transform; dyadic wavelet; framelet generator; phaselet construction; redundant wavelet transform; Computational efficiency; Digital filters; Fourier transforms; Multiresolution analysis; Signal processing; Wavelet analysis; Wavelet transforms; Filterbanks; framelets; multirate systems; phaselets; redundant wavelet transforms; shift-invariance; wavelets;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2005.845471
Filename
1420818
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