Description

Book Synopsis
Offers the major concepts, techniques and applications of sparse representation. This book presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms.

Trade Review
"There is no question that this revision should be published. 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

Table of Contents
PrefaceNotationsSparse RepresentationsFourier KingdomDiscrete RevolutionTime Meets FrequencyFramesWavelet ZoomWavelet BasesWavelet Packet and Local Cosine BasesApproximations in BasesCompressionDenoisingSparse in Redundant DictionariesMathematical Complements

A Wavelet Tour of Signal Processing

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A Hardback by Stephane Mallat

15 in stock


    View other formats and editions of A Wavelet Tour of Signal Processing by Stephane Mallat

    Publisher: Elsevier Science
    Publication Date: 12/18/2008 12:00:00 AM
    ISBN13: 9780123743701, 978-0123743701
    ISBN10: 0123743702
    Also in:
    Computing Algorithms and data structures Technology, Engineering & Agriculture Communications engineering / telecommunications

    Description

    Book Synopsis
    Offers the major concepts, techniques and applications of sparse representation. This book presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms.

    Trade Review
    "There is no question that this revision should be published. 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

    Table of Contents
    PrefaceNotationsSparse RepresentationsFourier KingdomDiscrete RevolutionTime Meets FrequencyFramesWavelet ZoomWavelet BasesWavelet Packet and Local Cosine BasesApproximations in BasesCompressionDenoisingSparse in Redundant DictionariesMathematical Complements

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