By Stephane Mallat
The re-creation of this vintage ebook offers the entire significant strategies, options and purposes of sparse illustration, reflecting the most important position the topic performs in present day sign processing. The ebook sincerely provides the traditional representations with Fourier, wavelet and time-frequency transforms, and the development of orthogonal bases with quick algorithms. The imperative notion 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.
* Balances presentation of the math with functions to sign processing
* Algorithms and numerical examples are applied 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
* snapshot 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 photo processing, video processing and compression, bio-sensing, clinical imaging, desktop 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.
application to JPEG 2000 and MPEG-4
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A Wavelet Tour of Signal Processing: The Sparse Way by Stephane Mallat