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A Wavelet Tour of Signal Processing : The Sparse Way by Stéphane Mallat is a nonfiction available to read on EtoBox.

What is A Wavelet Tour of Signal Processing : The Sparse Way about?

__Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University__The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms. The central concept of sparsity is explained and applied to signal compression, noise reduction, and inverse problems, while coverage is given to sparse representations in redundant dictionaries, 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 studentsNew in this edition\* Sparse signal representations in dictionaries\* Compressive sensing, super-resolution and source separation\* Geometric

Who reads A Wavelet Tour of Signal Processing : The Sparse Way?

Author

Stéphane Mallat

Publisher

Elsevier Science & Technology Books; TBS

Published

2008

Language

EN

ISBN

9781281982162

Category

nonfiction

Subjects

Computer Science, Engineering, Mathematics