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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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.
Ingram Content Group
9780080922027
Wavelet tour of signal processing.
0123743702
Signal processing-- Mathematics.
Wavelets (Mathematics)
COMPUTERS-- Information Theory.
Procesamiento de señales.
Signal processing-- Mathematics.
Signal processing-- Mathematics.
Signalverarbeitung
Signalverarbeitung.
TECHNOLOGY & ENGINEERING-- Signals & Signal Processing.