Wavelets are a mathematical development that may revolutionize the world of information storage and retrieval according to many experts. They are a fairly simple mathematical tool now being applied to the compression of data--such as fingerprints, weather satellite photographs, and medical x-rays--that were previously thought to be impossible to condense without losing crucial details.
This monograph contains 10 lectures presented by Dr. Daubechies as the principal speaker at the 1990 CBMS-NSF Conference on Wavelets and Applications. The author has worked on several aspects of the wavelet transform and has developed a collection of wavelets that are remarkably efficient.
The opening chapter provides an overview of the main problems presented in the book. Following chapters discuss the theoretical and practical aspects of wavelet theory, including wavelet transforms, orthonormal bases of wavelets, and characterization of functional spaces by means of wavelets. The last chapter presents several topics under active research, as multidimensional wavelets, wavelet packet bases, and a construction of wavelets tailored to decompose functions defined in a finite interval. Because of their interdisciplinary origins, wavelets appeal to scientists and engineers of many different backgrounds.
Author(s): Ingrid Daubechies
Series: CBMS-NSF regional conference series in applied mathematics 61
Edition: 1
Publisher: Society for Industrial and Applied Mathematics
Year: 1992
Language: English
Pages: 380
City: Philadelphia, Pa
Ten Lectures on Wavelets......Page 1
Contents......Page 7
Introduction......Page 9
Preliminaries and Notation......Page 13
CHAPTER 1 The What, Why, and How of Wavelets......Page 23
CHAPTER 2 The Continuous Wavelet Transform......Page 39
CHAPTER 3 Discrete Wavelet Transforms: Frames......Page 75
CHAPTER 4 Time-Frequency Density and Orthonormal Bases......Page 129
CHAPTER 5 Orthonormal Bases of Wavelets and MuItiresolution Analysis......Page 151
CHAPTER 6 Orthonormal Bases of Compactly Supported Wavelets......Page 189
CHAPTER 7 More About the Regularity of Compactly Supported Wavelets......Page 237
CHAPTER 8 Symmetry for Compactly Supported Wavelet Bases......Page 273
CHAPTER 9 Characterization of Functional Spaces by Means of Wavelets......Page 311
CHAPTER 10 Generalizations and Tricks for Orthonormal Wavelet Bases......Page 335
References......Page 363
Subject Index......Page 375
Author Index......Page 377
