Sparse image and signal processing :: wavelets, curvelets, morphological diversity /

"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

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Bibliographische Detailangaben
1. Verfasser: Starck, J.-L. (Jean-Luc), 1965-
Weitere Verfasser: Murtagh, Fionn, Fadili, Jalal M., 1973-
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cambridge ; New York : Cambridge University Press, ©2010.
Schriftenreihe:Cambridge books online.
Schlagworte:
Online-Zugang:Volltext
Zusammenfassung:"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
"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
Beschreibung:1 online resource (xvii, 316 pages, 16 unnumbered pages of plates) : illustrations (some color)
Bibliographie:Includes bibliographical references and index.
ISBN:9780511726538
0511726538
9780511729829
0511729820
9780511730344
0511730349
9786612630453
6612630450
1107203430
9781107203433
1139635557
9781139635554
1282630458
9781282630451
0511728875
9780511728877
0511727925
9780511727924
0511725116
9780511725111

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