Sparse representations -- Fourier kingdom -- Discrete revolution -- Time meets frequency -- Frames -- Wavelet zoom -- Wavelet bases -- Wavelet packet and local cosine bases -- Approximations in bases -- Compression -- Denoising -- Sparsity in redundant dictionaries -- Inverse problems -- Mathematical complements -- Bibliography -- Index.
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SUMMARY OR ABSTRACT
Text of Note
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 UniversityThe 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 explaine.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Ingram Content Group
Stock Number
9780080922027
OTHER EDITION IN ANOTHER MEDIUM
Title
Wavelet tour of signal processing.
International Standard Book Number
0123743702
TOPICAL NAME USED AS SUBJECT
Signal processing-- Mathematics.
Wavelets (Mathematics)
COMPUTERS-- Information Theory.
Procesamiento de señales.
Signal processing-- Mathematics.
Signal processing-- Mathematics.
Signalverarbeitung
Signalverarbeitung.
TECHNOLOGY & ENGINEERING-- Signals & Signal Processing.