Read e-book online A Wavelet Tour of Signal Processing: The Sparse Way PDF

By Stephane Mallat

ISBN-10: 0123743702

ISBN-13: 9780123743701

Mallat's ebook is the undisputed reference during this box - it's the just one that covers the fundamental fabric in such breadth and intensity. - Laurent Demanet, Stanford University

The new version of this vintage e-book offers the entire significant techniques, thoughts and functions of sparse illustration, reflecting the foremost position the topic performs in trendy sign processing. The e-book sincerely offers the traditional representations with Fourier, wavelet and time-frequency transforms, and the development of orthogonal bases with quickly algorithms. The valuable thought of sparsity is defined and utilized to sign compression, noise relief, and inverse difficulties, whereas insurance is given to sparse representations in redundant dictionaries, super-resolution and compressive sensing applications.

Features:

* Balances presentation of the maths with functions to sign processing
* Algorithms and numerical examples are carried out in WaveLab, a MATLAB toolbox

New during this edition

* Sparse sign representations in dictionaries
* Compressive sensing, super-resolution and resource separation
* Geometric photo processing with curvelets and bandlets
* Wavelets for special effects with lifting on surfaces
* Time-frequency audio processing and denoising
* photo compression with JPEG-2000
* New and up to date exercises

A Wavelet travel of sign Processing: The Sparse manner, 3rd Edition, is a useful source for researchers and R&D engineers wishing to use the speculation in fields similar to snapshot processing, video processing and compression, bio-sensing, scientific imaging, computer imaginative and prescient and communications engineering.

Stephane Mallat is Professor in utilized arithmetic at École Polytechnique, Paris, France. From 1986 to 1996 he used to be a Professor on the Courant Institute of Mathematical Sciences at ny collage, and among 2001 and 2007, he co-founded and have become CEO of a picture processing semiconductor company.

  • Includes the entire most up-to-date advancements because the booklet was once released in 1999, together with its
    application to JPEG 2000 and MPEG-4
  • Algorithms and numerical examples are carried out in Wavelab, a MATLAB toolbox
  • Balances presentation of the math with purposes to sign processing
  • Show description

    Read Online or Download A Wavelet Tour of Signal Processing: The Sparse Way PDF

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    A Wavelet Tour of Signal Processing: The Sparse Way by Stephane Mallat


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