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商品簡介
本書是一本小波分析的入門書,著重于樣條小波和時頻分析。書中基本內容有Fourier分析、小波變換、尺度函數、基數樣條分析、基數樣條小波、小波級數、正交小波和小波包。本書內容安排由淺入深,算法推導詳細,既有理論,又有應用背景。
本書自成體系,只要求讀者具有函數論和實分析的一些基礎知識,適合作為高等院校理工科小波分析的入門教材,也適合科技工作者用作學習小波的指導讀物。
本書自成體系,只要求讀者具有函數論和實分析的一些基礎知識,適合作為高等院校理工科小波分析的入門教材,也適合科技工作者用作學習小波的指導讀物。
作者簡介
崔錦泰(Charles K.Chui),國際著名的小波分析專家,IEEE會士,密蘇里大學路易分校數學與計算機科學系講座教授,該校計算調和分析研究所所長,斯坦福大學顧部教授。曾擔任數個國際著名期刊和叢書的主編或編委。他在調和分析應用、逼近及其應用等領域也做出了杰出的貢獻,首創將樣條應用于小波中。
目次
1. An Overview
1.1 From Fourier analysm to wavelet analysm
1.2 The integral wavelet transform and time-frequency analysis
1.3 Inversion formulas and duals
1.4 Classification of wavelets
1.5 Multiresolution analysis, splines, and wavelets
1.6 Wavelet decompositions and reconstructions
2. Fourier Analysis
2.1 Fourier and inverse Fourier transforms
2.2 Continuous-time convolution and the delta function
2.3 Fourier transform of square-integrable functions
2.4 Fourier series
2.5 Basic convergence theory and Poisson's summation formula
3. Wavelet Transforms and Time-Frequency Analysis
3.1 The Gabor transform
3.2 Short-time Fourier transforms and the Uncertainty Principle
3.3 The integral wavelet transform
3.4 Dyadic wavelets and inversions
3.5 Frames
3.6 Waveletcseries
4.cCardinalcSplinecAnalysis
4.1 Cardinalcsplinecspaces
4.2 B-splinescandctheircbasiccpropertiesc
4.3 Thectwo-scalecrelationcandcancinterpolatorycgraphicalcdisplaycalgorithm
4.4 B-netcrepresentationscandccomputationcofccardinalcsplines
4.5 Constructioncofcsplinecapproximationcformulas
4.6 Constructioncofcsplinecinterpolationcformulas
5.cScalingcFunctionscandcWavelets
5.1 Multiresolutioncanalysis
5.2 Scalingcfunctionscwithcfinitectwo-scalecrelations
5.3 Direct-sumcdecompositionscofcL2(R)
5.4 Waveletscandctheircduals
5.5 Linear-phasecfiltering
5.6 Compactlycsupportedcwavelets
6.cCardinalcSpline-Wavelets
6.1 Interpolatorycspline-wavelets
6.2 Compactlycsupportedcspline-wavelets
6.3 Computationcofccardinalcspline-wavelets
6.4 EulerFrobeniuspolynomials
6.5 Errorcanalysiscincsplinecwaveletcdecomposition
6.6 Totalcpositivity,ccompletecoscillation,czero-crossings
7.cOrthogonalcWaveletscandcWaveletcPackets
7.1 Examplescofcorthogonalcwavelets
7.2 Identificationcofcorthogonalctwo-scalecsymbols
7.3 Constructioncofccompactlycsupportedcorthogonalcwavelets
7.4 Orthogonalcwaveletcpackets
7.5 Orthogonalcdecompositioncofcwaveletcseries
Notes
References
Subject Index
Appendixc
1.1 From Fourier analysm to wavelet analysm
1.2 The integral wavelet transform and time-frequency analysis
1.3 Inversion formulas and duals
1.4 Classification of wavelets
1.5 Multiresolution analysis, splines, and wavelets
1.6 Wavelet decompositions and reconstructions
2. Fourier Analysis
2.1 Fourier and inverse Fourier transforms
2.2 Continuous-time convolution and the delta function
2.3 Fourier transform of square-integrable functions
2.4 Fourier series
2.5 Basic convergence theory and Poisson's summation formula
3. Wavelet Transforms and Time-Frequency Analysis
3.1 The Gabor transform
3.2 Short-time Fourier transforms and the Uncertainty Principle
3.3 The integral wavelet transform
3.4 Dyadic wavelets and inversions
3.5 Frames
3.6 Waveletcseries
4.cCardinalcSplinecAnalysis
4.1 Cardinalcsplinecspaces
4.2 B-splinescandctheircbasiccpropertiesc
4.3 Thectwo-scalecrelationcandcancinterpolatorycgraphicalcdisplaycalgorithm
4.4 B-netcrepresentationscandccomputationcofccardinalcsplines
4.5 Constructioncofcsplinecapproximationcformulas
4.6 Constructioncofcsplinecinterpolationcformulas
5.cScalingcFunctionscandcWavelets
5.1 Multiresolutioncanalysis
5.2 Scalingcfunctionscwithcfinitectwo-scalecrelations
5.3 Direct-sumcdecompositionscofcL2(R)
5.4 Waveletscandctheircduals
5.5 Linear-phasecfiltering
5.6 Compactlycsupportedcwavelets
6.cCardinalcSpline-Wavelets
6.1 Interpolatorycspline-wavelets
6.2 Compactlycsupportedcspline-wavelets
6.3 Computationcofccardinalcspline-wavelets
6.4 EulerFrobeniuspolynomials
6.5 Errorcanalysiscincsplinecwaveletcdecomposition
6.6 Totalcpositivity,ccompletecoscillation,czero-crossings
7.cOrthogonalcWaveletscandcWaveletcPackets
7.1 Examplescofcorthogonalcwavelets
7.2 Identificationcofcorthogonalctwo-scalecsymbols
7.3 Constructioncofccompactlycsupportedcorthogonalcwavelets
7.4 Orthogonalcwaveletcpackets
7.5 Orthogonalcdecompositioncofcwaveletcseries
Notes
References
Subject Index
Appendixc
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