Wavelets: Tools for Science & Technology

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Of the many recent books on wavelets, this one by Jaffard, Meyer et al stands out. This is a new edition of earlier ones, starting with a French one, then a first translation, and now this expanded version. There is lots of new material, covering new developments, both with regards to theory and applications. The authors communicate the main points in a clear and attractive way, and it stresses lucid presentation of ideas over formulas. And with an infectious enthusiasm! The presentation is especially refreshing, in that the authors do not hide behind excessive technicalities and mathematical jargon. It is the central idea that shines through. And yet the mathematically sophisticated reader is paid his dues,-- in some cases via the appendices. At that point, the technical mathematical points have been well motivated. The emphasis of the book is the mathematics behind the many algorithms that emerged from the wavelet trends since the 1980ties. And lots of new stuff added (for example JPEG-2000), right up to the present. The book is rich in applications, many of which are not found elsewhere. The inclusion of motivation and historical remarks is welcome, and makes the book enjoyable reading.

Author(s): Stéphane Jaffard, Yves Meyer, Robert D. Ryan
Edition: 1st
Publisher: Society for Industrial Mathematics
Year: 2001

Language: English
Pages: 271
Tags: Приборостроение;Обработка сигналов;Вейвлет-анализ;

Wavelets:Tools for Science & Technology......Page 1
Contents......Page 6
Preface to Revised Edition......Page 10
Preface from the First Edition......Page 14
CHAPTER 1 Signals and Wavelets......Page 16
CHAPTER 2 Wavelets from a Historical Perspective......Page 30
CHAPTER 3 Quadrature Mirror Filters......Page 50
CHAPTER 4 Pyramid Algorithms for Numerical Image Processing......Page 64
CHAPTER 5 Time-Frequency Analysis for Signal Processing......Page 82
CHAPTER 6 Time-Frequency Algorithms Using Malvar-Wilson Wavelets......Page 104
CHAPTER 7 Time-Frequency Analysis and Wavelet Packets......Page 120
CHAPTER 8 Computer Vision and Human Vision......Page 132
CHAPTER 9 Wavelets and Turbulence......Page 142
CHAPTER 10 Wavelets and Multifractal Functions......Page 164
CHAPTER 11 Data Compression and Restoration of Noisy Images......Page 182
CHAPTER 12 Wavelets and Astronomy......Page 202
APPENDIX A Filter Fundamentals......Page 218
APPENDIX B Wavelet Transforms......Page 224
APPENDIX C A Counterexample......Page 234
APPENDIX D Holder Spaces and Besov Spaces......Page 248
Bibliography......Page 252
Author Index......Page 264
Subject Index......Page 268