Preface |
Notation |
Introduction / 1.: |
Historical Review: From Fourier Analysis to Wavelet Analysis and Subband / 1.1: |
Organization of This Book / 1.2: |
References / 1.3: |
Fundamentals / Part I: |
Wavelet Fundamentals / 2.: |
Why Wavelet Transforms? / 2.1: |
Fourier Transform as a Wave Transform / 2.3: |
Wavelet Transform / 2.4: |
Connection Between Wavelets and Filters / 2.5: |
Time-Frequency Analysis: Short-Time Fourier Transform, Gabor Transform, and Tiling in the Time-Frequency Plane / 2.6: |
Examples of Wavelets / 2.7: |
From the Continuous to the Discrete Case / 2.8: |
Frames / 2.9: |
Subbands / 2.10: |
Multiresolution Analysis / 2.11: |
Matrix Formulation / 2.12: |
Multiresolution Revisited / 2.13: |
Two-Dimensional Case / 2.14: |
DWT and Subband Example / 2.15: |
Implementations / 2.16: |
Summary and Conclusions / 2.17: |
Wavelets and Subbands / 2.18: |
Time and Frequency Analysis of Signals / 3.: |
Fundamentals of Signal Analysis / 3.1: |
Uncertainty Principle / 3.1.2: |
Windowed Fourier Transform: Short-Time Fourier Transform and Gabor Transform / 3.2: |
General Properties of the Windowed Fourier Transform / 3.2.1: |
Uncertainty Principle for Windowed Fourier Transform / 3.2.2: |
Inverse Windowed Fourier Transform / 3.2.3: |
Continuous Wavelet Transform / 3.3: |
Mathematics of the Continuous Wavelet Transform / 3.3.1: |
Properties of the Continuous Wavelet Transform / 3.3.2: |
Inverse Wavelet Transform / 3.3.3: |
Examples of Mother Wavelets / 3.3.4: |
Analytic Wavelet Transform / 3.4: |
Analytic Signals / 3.4.1: |
Analytic Wavelet Transform on Real Signals / 3.4.2: |
Physical Interpretation of an Analytic Signal / 3.4.3: |
Quadratic Time-Frequency Distributions / 3.5: |
Discrete Wavelet Transform: From Frames to Fast Wavelet Transform / 3.6: |
Fundamentals of Frame Theory / 4.1: |
Sampling Theorem / 4.3: |
Wavelet Frames / 4.4: |
Examples of Wavelet Frames / 4.5: |
Time-Frequency Localization / 4.6: |
Orthonormal Discrete Wavelet Transforms / 4.7: |
Scaling Functions / 4.8: |
Construction of Wavelet Bases Using Multiresolution Analysis / 4.10: |
Wavelet Bases / 4.11: |
Shannon Wavelet / 4.11.1: |
Meyer Wavelet / 4.11.2: |
Haar Wavelet / 4.11.3: |
Battle-Lemarie (Spline) Wavelets / 4.11.4: |
Daubechies Compactly Supported Wavelets / 4.12: |
Fast Wavelet Transform / 4.13: |
Biorthogonal Wavelet Bases / 4.14: |
Theory of Subband Decomposition / 4.15: |
Fundamentals of Digital Signal Processing / 5.1: |
Multirate Systems / 5.3: |
Polyphase Decomposition / 5.4: |
Two-Channel Filter Bank/PR Filter / 5.5: |
Biorthogonal Filters / 5.6: |
Lifting Scheme / 5.7: |
M-Band Case / 5.8: |
Applications of Multirate Filtering / 5.9: |
Two-Dimensional Wavelet Transforms and Applications / 5.10: |
Orthogonal Pyramid Transforms / 6.1: |
Progressive Transforms for Lossless and Lossy Image Coding / 6.3: |
Embedded Zerotree Wavelets / 6.4: |
Applications / 6.5: |
Applications of Wavelets in the Analysis of Transient Signals / 7.: |
Introduction to Time-Frequency Analysis of Transient Signals / 7.1: |
Ultrasonic Systems / 7.2.1: |
Ultrasonic Characterization of Coatings by the Ridges of the Analytic Wavelet Transform / 7.2.2: |
Characterization of Coatings / 7.2.3: |
Biomedical Application of Wavelets: Analysis of EEG Signals for Monitoring Depth of Anesthesia / 7.3: |
Wavelet Spectral Analysis of EEG Signals / 7.3.1: |
System Response Wavelet Analysis of EEG Signals / 7.3.2: |
Discussion of Results / 7.3.3: |
Applications of Subband and Wavelet Transform in Communication Systems / 7.4: |
Applications in Spread Spectrum Communication Systems / 8.1: |
Excision / 8.2.1: |
Adaptive Filter-Bank Exciser / 8.2.2: |
Transform-Based Low Probability of Intercept Receiver / 8.2.3: |
Application of Multirate Filter Bank in Spreading Code Generation and Multiple Access / 8.2.4: |
Modulation Using Filter Banks and Wavelets / 8.3: |
Multitione Modulation / 8.4: |
Noise Reduction in Audio and Images Using Wavelets / 8.5: |
Audio/Video/Image Compression / 8.6: |
Progressive Pattern Recognition |
Real-Time Implementations of Wavelet Transforms / 8.7: |
Digital VLSI Implementation / 9.1: |
Optical Implementation / 9.2: |
Matrix Processing and Neural Networks / 9.2.1: |
Acousto-Optic Devices / 9.2.2: |
Other Optical Implementations / 9.2.3: |
Appendix / 9.3: |
Fourier Transform / A.: |
Discrete Fourier Transform / B.: |
z-Transform / C.: |
Orthogonal Representation of Signals / D.: |
Bibliography |
Index |
Preface |
Notation |
Introduction / 1.: |
Historical Review: From Fourier Analysis to Wavelet Analysis and Subband / 1.1: |
Organization of This Book / 1.2: |
References / 1.3: |