Spline and Spline Wavelet Methods with Applications to Signal and Image Processing - Volume I: Periodic Splines (Hardcover, 2014 ed.)

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

General

Imprint:	Springer
Country of origin:	Netherlands
Release date:	April 2014
First published:	2014
Authors:	Amir Z. Averbuch • Pekka Neittaanmaki • Valery A. Zheludev
Dimensions:	235 x 155 x 33mm (L x W x T)
Format:	Hardcover
Pages:	496
Edition:	2014 ed.
ISBN-13:	978-9401789257
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General Promotions
LSN:	9401789258
Barcode:	9789401789257

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