2009经典第三版A Wavelet Tour of Signal Processing

小波信号处理的经典之作，第三版，2009新书

A Wavelet Tour of Signal Processing, Third Edition: The Sparse Way识货的不说也知道

The new edition of this classic book gives all the major concepts,techniques and applications of sparse representation, reflecting thekey role the subject plays in today’s signal processing. The bookclearly presents the standard representations with Fourier, wavelet andtime-frequency transforms, and the construction of orthogonal baseswith fast algorithms. The central concept of sparsity is explained andapplied to signal compression, noise reduction, and inverse problems,while coverage is given to sparse representations in redundantdictionaries, super-resolution and compressive sensing applications.

Features:

* Balances presentation of the mathematics with applications to signal processing

* Algorithms and numerical examples are implemented in WaveLab, a MATLAB toolbox

* Companion website for instructors and selected solutions and code available for students

New in this edition

* Sparse signal representations in dictionaries

* Compressive sensing, super-resolution and source separation

* Geometric image processing with curvelets and bandlets

* Wavelets for computer graphics with lifting on surfaces

* Time-frequency audio processing and denoising

* Image compression with JPEG-2000

* New and updated exercises