Electronic Resource

Spline and Spline Wavelet Methods with Applications to Signal and Image Processing: Volume I: Periodic Splines

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Penilaian

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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 approximation capabilities of splines with the computational efficiency of the Fast Fourier transform. SHA reduces the design of different spline types such as splines, spline wavelets (SW), wavelet frames (SWF) and wavelet packets (SWP) and their manipulations by simple operations. Digital filters, produced by wavelets design process, give birth to subdivision schemes. Subdivision schemes enable to perform fast explicit computation of splines' values at dyadic and triadic rational points. This is used for signals and images up sampling. In addition to the design of a diverse library of splines, SW, SWP and SWF, this book describes their applications to practical problems. The applications include up sampling, image denoising, recovery from blurred images, hydro-acoustic target detection, to name a few. The SWF are utilized for image restoration that was degraded by noise, blurring and loss of significant number of pixels. The book is accompanied by Matlab based software that demonstrates and implements all the presented algorithms. The book combines extensive theoretical exposure with detailed description of algorithms, applications and software. The Matlab software can be downloaded from http://extras.springer.com

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1408000726	EB0003410	515.243 3 Ave s	Central Library (Database Springer E-Book)	Available

Detail Information

Series Title

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Call Number

515.243 3 Ave s

Publisher

Dordrecht Holland : Springer Dordrecht., 2014

Collation

xxv, 496p.: Ill.

Language

English

ISBN/ISSN

978-94-017-8926-4

Classification

515.243 3

Content Type

Ebook

Media Type

-

Carrier Type

online resource

Edition

1

Subject(s)

Spline theory
Wavelets (Mathematics)

Specific Detail Info

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Statement of Responsibility

RTS

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