Stephane Mallat's A Wavelet Tour of Signal Processing: The Sparse Way PDF

By Stephane Mallat

Mallat's publication 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 re-creation of this vintage ebook offers all of the significant suggestions, recommendations and functions of sparse illustration, reflecting the major position the topic performs in cutting-edge sign processing. The e-book in actual fact provides the normal representations with Fourier, wavelet and time-frequency transforms, and the development of orthogonal bases with quickly algorithms. The vital suggestion of sparsity is defined and utilized to sign compression, noise aid, 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 purposes 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 snapshot processing with curvelets and bandlets
* Wavelets for special effects with lifting on surfaces
* Time-frequency audio processing and denoising
* picture compression with JPEG-2000
* New and up to date exercises

A Wavelet travel of sign Processing: The Sparse means, 3rd Edition, is a useful source for researchers and R&D engineers wishing to use the speculation in fields reminiscent of picture processing, video processing and compression, bio-sensing, clinical 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 was once a Professor on the Courant Institute of Mathematical Sciences at ny college, and among 2001 and 2007, he co-founded and have become CEO of a picture processing semiconductor company.

  • Includes all of the most up-to-date advancements because the publication 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 maths with purposes to sign processing
  • Show description

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


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