| Document Type
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BL
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| Record Number
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959337
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| Doc. No
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b713707
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| Main Entry
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Mallat, S. G., (Stéphane G.)
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| Title & Author
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A wavelet tour of signal processing : : the sparse way /\ Stéphane Mallat ; with contributions from Gabriel Peyré.
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| Edition Statement
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3rd ed.
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| Publication Statement
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Amsterdam ;Boston :: Elsevier/Academic Press,, ©2009.
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| Page. NO
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1 online resource (xx, 805 pages) :: illustrations
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| ISBN
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0080922023
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: 1281982164
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: 6611982167
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: 9780080922027
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: 9781281982162
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: 9786611982164
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0123743702
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9780123743701
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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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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| Abstract
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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.
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| Subject
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Signal processing-- Mathematics.
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Wavelets (Mathematics)
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COMPUTERS-- Information Theory.
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Procesamiento de señales.
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Signal processing-- Mathematics.
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Signal processing-- Mathematics.
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Signalverarbeitung
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TECHNOLOGY ENGINEERING-- Signals Signal Processing.
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| Subject
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Wavelet
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Wavelets (Mathematics)
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Wavelets (Mathematics)
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Signalverarbeitung.
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| Subject
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Wavelet.
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| Dewey Classification
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621.3822015152433
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| LC Classification
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TK5102.9.M34 2009eb
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| NLM classification
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ELT 517fstub
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ELT 517f.stub
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MAT 428fstub
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MAT 428f.stub
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ZN 6025rvk
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ZN 6025.rvk
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| Added Entry
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Peyré, Gabriel.
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