Spline and Spline Wavelet Methods with Applications to Signal and Image Processing - Volume II: Non-Periodic Splines (Hardcover, 1st ed. 2016)

This book presents various contributions of splines to signal and image processing from a unified perspective that is based on the Zak transform (ZT). It expands the methodology from periodic splines, which were presented in the first volume, to non-periodic splines. Together, these books provide a universal toolbox accompanied by MATLAB software for manipulating polynomial and discrete splines, spline-based wavelets, wavelet packets and wavelet frames for signal/ image processing applications. In this volume, we see that the ZT provides an integral representation of discrete and polynomial splines, which, to some extent, is similar to Fourier integral. The authors explore elements of spline theory and design, and consider different types of polynomial and discrete splines. They describe applications of spline-based wavelets to data compression. These splines are useful for real-time signal processing and, in particular, real-time wavelet and frame transforms. Further topics addressed in this volume include: "global" splines, such as interpolating, self-dual and smoothing, whose supports are infinite; the compactly supported quasi-interpolating and smoothing splines including quasi-interpolating splines on non-uniform grids; and cubic Hermite splines as a source for the design of multiwavelets and multiwavelet frames. Readers from various disciplines including engineering, computer science and mathematical information technology will find the descriptions of algorithms, applications and software in this book especially useful.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Release date:	September 2015
First published:	2016
Authors:	Amir Z. Averbuch • Pekka Neittaanmaki • Valery A. Zheludev
Dimensions:	235 x 155 x 29mm (L x W x T)
Format:	Hardcover - Cloth over boards
Pages:	426
Edition:	1st ed. 2016
ISBN-13:	978-3-319-22302-5
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > Applications of computing > Signal processing Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision Books > Computing & IT > Applications of computing > Image processing > General
LSN:	3-319-22302-X
Barcode:	9783319223025

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