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

By Stephane Mallat

Mallat's booklet 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 booklet offers the entire significant suggestions, innovations and purposes of sparse illustration, reflecting the main function the topic performs in brand new sign processing. The booklet basically provides the normal representations with Fourier, wavelet and time-frequency transforms, and the development of orthogonal bases with speedy algorithms. The vital idea of sparsity is defined and utilized to sign compression, noise aid, and inverse difficulties, whereas assurance is given to sparse representations in redundant dictionaries, super-resolution and compressive sensing applications.

Features:

* Balances presentation of the math 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 photograph processing with curvelets and bandlets
* Wavelets for special effects with lifting on surfaces
* Time-frequency audio processing and denoising
* photograph compression with JPEG-2000
* New and up-to-date exercises

A Wavelet travel of sign Processing: The Sparse approach, 3rd Edition, is a useful source for researchers and R&D engineers wishing to use the idea in fields akin to photo 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 manhattan collage, and among 2001 and 2007, he co-founded and have become CEO of a picture processing semiconductor company.

  • Includes the entire newest advancements because the ebook 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 functions 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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