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research article

Gabor Wavelet Analysis and the Fractional Hilbert Transform

Chaudhury, K.N.  
•
Unser, M.  
2009
Proceedings of the SPIE Conference on Mathematical Imaging: Wavelet XIII

We propose an amplitude-phase representation of the dual-tree complex wavelet transform (DT-ℂWT) which provides an intuitive interpretation of the associated complex wavelet coefficients. The representation, in particular, is based on the shifting action of the group of fractional Hilbert transforms (fHT) which allow us to extend the notion of arbitrary phase-shifts beyond pure sinusoids. We explicitly characterize this shifting action for a particular family of Gabor-like wavelets which, in effect, links the corresponding dual-tree transform with the framework of windowed-Fourier analysis. We then extend these ideas to the bivariate DT-ℂWT based on certain directional extensions of the fHT. In particular, we derive a signal representation involving the superposition of direction-selective wavelets affected with appropriate phase-shifts.

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Type
research article
DOI
10.1117/12.824863
Author(s)
Chaudhury, K.N.  
Unser, M.  
Date Issued

2009

Publisher

SPIE

Published in
Proceedings of the SPIE Conference on Mathematical Imaging: Wavelet XIII
Issue

San Diego CA, USA

Start page

74460T

End page

1

URL

URL

http://bigwww.epfl.ch/publications/chaudhury0903.html

URL

http://bigwww.epfl.ch/publications/chaudhury0903.pdf

URL

http://bigwww.epfl.ch/publications/chaudhury0903.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

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Available on Infoscience
September 18, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/118158
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