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Spline and spline wavelet methods with applications to signal and image processing. Volume I, Periodic splines

Author: Amir Averbuch; P Neittaanmäki; Valery A Zheludev
Publisher: Dordrecht ; New York : Springer, 2014.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This volume provides universal methodologies accompanied by Matlab software to manipulate numerous signal and image processing applications. It is done with discrete and polynomial periodic splines. Various contributions of splines to signal and image processing from a unified perspective are presented. This presentation is based on Zak transform and on Spline Harmonic Analysis (SHA) methodology. SHA combines  Read more...
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Genre/Form: Electronic books
Ebook
Additional Physical Format: Print version:
Spline and Spline Wavelet Methods With Applications to Signal and Image Processing
(OCoLC)870987434
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Amir Averbuch; P Neittaanmäki; Valery A Zheludev
ISBN: 9789401789264 9401789266
OCLC Number: 876858122
Description: 1 online resource.
Contents: 1 Introduction: Signals and transforms --
2 Introduction: Periodic filters and filter banks --
3 Mixed circular convolutions and Zak transforms --
4 Periodic polynomial splines --
5 Polynomial smoothing splines --
6 Calculation of splines values by subdivision --
7 Spline algorithms for deconvolution and inversion of heat equation --
8 Periodic spline wavelets and wavelet packets --
9 Discrete-time periodic wavelet packets --
10 Deconvolution by regularized matching pursuit --
11 Block-based inversion of the heat equations --
12 Hydro-acoustic target detection --
13 Periodic discrete splines --
14 Discrete periodic spline wavelets and wavelet Packets --
15 Biorthogonal wavelet transforms --
16 Biorthogonal wavelet transforms originating from splines --
17 Wavelet frames generated by spline based p-filter banks --
18 Application of periodic frames to image restoration --
Appendix: Guide to SplineSoftP --
Glossary --
Index.
Other Titles: Periodic splines
Responsibility: Amir Z. Averbuch, Pekka Neittaanmaki, Valery A. Zheludev.

Abstract:

This volume provides universal methodologies accompanied by Matlab software to manipulate numerous signal and image processing applications. SHA reduces the design of different spline types such as  Read more...

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"The purpose of this book is to thoroughly prepare the reader for a research in spline and spline wavelet methods to signal and image processing theory at an advance level. ... The book is a textbook Read more...

 
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