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research article

Complex B-Splines

Forster, B.
•
Blu, T.  
•
Unser, M.  
2006
Applied and Computational Harmonic Analysis

We propose a complex generalization of Schoenberg's cardinal splines. To this end, we go back to the Fourier domain definition of the B-splines and extend it to complex-valued degrees. We show that the resulting complex B-splines are piecewise modulated polynomials, and that they retain most of the important properties of the classical ones: smoothness, recurrence, and two-scale relations, Riesz basis generator, explicit formulae for derivatives, including fractional orders, etc. We also show that they generate multiresolution analyses of $ L ^{ 2 } $ (R) and that they can yield wavelet bases. We characterize the decay of these functions which are no-longer compactly supported when the degree is not an integer. Finally, we prove that the complex B-splines converge to modulated Gaussians as their degree increases, and that they are asymptotically optimally localized in the time-frequency plane in the sense of Heisenberg's uncertainty principle.

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Type
research article
DOI
10.1016/j.acha.2005.07.003
Web of Science ID

WOS:000236423000007

Author(s)
Forster, B.
Blu, T.  
Unser, M.  
Date Issued

2006

Publisher

Elsevier

Published in
Applied and Computational Harmonic Analysis
Volume

20

Issue

2

Start page

261

End page

282

Subjects

Complex B-Splines

URL

URL

http://bigwww.epfl.ch/publications/forster0601.ps

URL

http://bigwww.epfl.ch/publications/forster0601.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/20.500.14299/32540
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