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research article

Shift-Invariant Spaces from Rotation-Covariant Functions

Forster, B.
•
Blu, T.  
•
Van De Ville, D.  
Show more
2008
Applied and Computational Harmonic Analysis

We consider shift-invariant multiresolution spaces generated by rotation-covariant functions ρ in $ \mathbb{R}^{ 2 } $ . To construct corresponding scaling and wavelet functions, ρ has to be localized with an appropriate multiplier, such that the localized version is an element of $ L ^{ 2 } (\mathbb{R} ^{ 2 } ) $. We consider several classes of multipliers and show a new method to improve regularity and decay properties of the corresponding scaling functions and wavelets. The wavelets are complex-valued functions, which are approximately rotation-covariant and therefore behave as Wirtinger differential operators. Moreover, our class of multipliers gives a novel approach for the construction of polyharmonic B-splines with better polynomial reconstruction properties.

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Type
research article
DOI
10.1016/j.acha.2007.11.002
Web of Science ID

WOS:000258606800007

Author(s)
Forster, B.
Blu, T.  
Van De Ville, D.  
Unser, M.  
Date Issued

2008

Publisher

Elsevier

Published in
Applied and Computational Harmonic Analysis
Volume

25

Issue

2

Start page

240

End page

265

Subjects

Rotation Covariance

URL

URL

http://bigwww.epfl.ch/publications/forster0801.ps

URL

http://bigwww.epfl.ch/publications/forster0801.html
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LIB  
Available on Infoscience
December 10, 2008
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/32608
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