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  4. The Monogenic Riesz-Laplace Wavelet Transform
 
conference paper

The Monogenic Riesz-Laplace Wavelet Transform

Unser, M.  
•
Balać, K.
•
Van De Ville, D.  
2008
Proceedings of the Sixteenth European Signal Processing Conference (EUSIPCO'08)

We introduce a family of real and complex wavelet bases of $ L _{ 2 } $ $ (\mathbb{R} ^{ 2 } $ ) that are directly linked to the Laplace and Riesz operators. The crucial point is that the family is closed with respect to the Riesz transform which maps a real basis into a complex one. We propose to use such a Riesz pair of wavelet transforms to specify a multiresolution monogenic signal analysis. This yields a representation where each wavelet index is associated with a local orientation, an amplitude and a phase. We derive a corresponding wavelet-domain method for estimating the underlying instantaneous frequency of the signal. We also provide a simple mechanism for improving the shift and rotation-invariance of the wavelet decomposition. We conclude the paper by presenting a concrete analysis example.

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Type
conference paper
Author(s)
Unser, M.  
Balać, K.
Van De Ville, D.  
Date Issued

2008

Publisher

EURASIP

Published in
Proceedings of the Sixteenth European Signal Processing Conference (EUSIPCO'08)
Issue

Lausanne VD, Swiss Confederation

URL

URL

http://bigwww.epfl.ch/publications/unser0811.html

URL

http://bigwww.epfl.ch/publications/unser0811.pdf

URL

http://bigwww.epfl.ch/publications/unser0811.ps
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIB  
Available on Infoscience
September 18, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/118148
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