Framelets and Wavelets: Algorithms, Analysis, and Applications (Applied and Numerical Harmonic Analysis)

Han, Bin

ISBN 10: 3319886177 / ISBN 13: 9783319886176

Published by Springer (India) Private Limited, 2019

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Bibliographic Details

• Title: Framelets and Wavelets: Algorithms, Analysis, and Applications (Applied and Numerical Harmonic Analysis)
• Publisher: Springer (India) Private Limited
• Publication Date: 2019
• Language: English
• ISBN 10: 3319886177
• ISBN 13: 9783319886176
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Marking a distinct departure from the perspectives of frame theory and discrete transforms, this book provides a comprehensive mathematical and algorithmic introduction to wavelet theory. As such, it can be used as either a textbook or reference guide.

As a textbook for graduate mathematics students and beginning researchers, it offers detailed information on the basic theory of framelets and wavelets, complemented by self-contained elementary proofs, illustrative examples/figures, and supplementary exercises.

Further, as an advanced reference guide for experienced researchers and practitioners in mathematics, physics, and engineering, the book addresses in detail a wide range of basic and advanced topics (such as multiwavelets/multiframelets in Sobolev spaces and directional framelets) in wavelet theory, together with systematic mathematical analysis, concrete algorithms, and recent developments in and applications of framelets and wavelets.

Lastly, the book can also be used to teach on or study selected special topics in approximation theory, Fourier analysis, applied harmonic analysis, functional analysis, and wavelet-based signal/image processing.

About the Author

Bin Han been working in the area of applied harmonic analysis and approximation theory, in particular, on wavelets and framelets with applications since 1992. He received his PhD in mathematics at the University of Alberta in 1998 and worked as a PDF at Princeton University in 1999. Bin Han is professor of mathematics at the University of Alberta.