Wavelets Made Easy by Yves Nievergelt

Wavelets Made Easy by Yves Nievergelt

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Summary

This book explains the nature and computation of mathematical wavelets, which provide a framework and methods for the analysis and the synthesis of signals, images, and other arrays of data.

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Wavelets Made Easy by Yves Nievergelt

This book explains the nature and computation of mathematical wavelets, which provide a framework and methods for the analysis and the synthesis of signals, images, and other arrays of data. The material presented here addresses the au­ dience of engineers, financiers, scientists, and students looking for explanations of wavelets at the undergraduate level. It requires only a working knowledge or memories of a first course in linear algebra and calculus. The first part of the book answers the following two questions: What are wavelets? Wavelets extend Fourier analysis. How are wavelets computed? Fast transforms compute them. To show the practical significance of wavelets, the book also provides transitions into several applications: analysis (detection of crashes, edges, or other events), compression (reduction of storage), smoothing (attenuation of noise), and syn­ thesis (reconstruction after compression or other modification). Such applications include one-dimensional signals (sounds or other time-series), two-dimensional arrays (pictures or maps), and three-dimensional data (spatial diffusion). The ap­ plications demonstrated here do not constitute recipes for real implementations, but aim only at clarifying and strengthening the understanding of the mathematics of wavelets.

"The book explains in a nice way the nature and computation of mathematical wavelets, which provide a framework and methods for the analysis and synthesis of signals, images, and other arrays of dataA useful text for engineers, financiers, scientists, and students looking for explanation of wavelets."

—Journal of Information and Optimization Sciences

"Giving practice first and theory later, the author avoids discouraging readers whose main subject is not mathematics. The book is written in a very comprehensible and lively style. The text is essentially self-contained since many of the facts employed from analysis, linear algebra and functional analysis are stated and partially proved in the book."

—ZAA

Yves Nievergelt is professor of mathematics at Eastern Washington University. His research interests include applied analysis (mathematics applied to chemistry, medical diagnostic imaging, and physics), complex analysis, and numerical analysis (mathematics of scientific programming).
SKU Unavailable
ISBN 13 9780817640613
ISBN 10 0817640614
Title Wavelets Made Easy
Author Yves Nievergelt
Condition Unavailable
Binding Type Hardback
Publisher Birkhauser Boston Inc
Year published 2000-11-29
Number of pages 297
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.