عنوان

Sparse image and signal processing :

(Number (ISBN

0521119138

(Number (ISBN

9780521119139

Number

b528455

Title Proper

Sparse image and signal processing :

General Material Designation

[Book]

Other Title Information

wavelets, curvelets, morphological diversity /

First Statement of Responsibility

Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Cambridge University Press,

Date of Publication, Distribution, etc.

2010

Specific Material Designation and Extent of Item

xvii, 316 pages, [16] pages of plates :

Other Physical Details

illustrations (some color) ;

Dimensions

27 cm

Text of Note

Includes bibliographical references and index

Text of Note

Introduction to the world of sparsity -- The wavelet transform -- Redundant wavelet transform -- Nonlinear multiscale transforms -- The ridgelet and curvelet transforms -- Sparsity and noise removal -- Linear inverse problems -- Morphological diversity -- Sparse blind source separation -- Multiscale geometric analysis on the sphere -- Compressed sensing

0

Text of Note

"Presenting the state of the art in sparse and multiscale image and signal processing, this book weds theory and practice to examine their applications in a diverse range of fields"--Provided by publisher

Text of Note

"This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as denoising, inverse problem regularization, sparse signal decomposition, blind source separation, and compressed sensing. This book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. A final chapter explores a paradigm shift in signal processing, showing that previous limits to information sampling and extraction can be overcome in very significant ways. Matlab and IDL code accompany these methods and applications to reproduce the experiments and illustrate the reasoning and methodology of the research available for download at the associated Web site"--Provided by publisher

Image processing

Signal processing

Sparse matrices

Transformations (Mathematics)

Wavelets (Mathematics)

Number

Edition

Class number

Book number

Starck, J.-L., (Jean-Luc),1965-

Fadili, Jalal M.,1973-

Murtagh, Fionn

Date of Transaction

20100613114815.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y