عنوان

Sparse image and signal processing :

شابک

0521119138

شابک

9780521119139

شماره

b528455

عنوان اصلي

Sparse image and signal processing :

نام عام مواد

[Book]

ساير اطلاعات عنواني

wavelets, curvelets, morphological diversity /

نام نخستين پديدآور

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

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2010

نام خاص و کميت اثر

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

ساير جزييات

illustrations (some color) ;

ابعاد

27 cm

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

بدون عنوان

0

متن يادداشت

"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

متن يادداشت

"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

موضوع مستند نشده

Image processing

موضوع مستند نشده

Signal processing

موضوع مستند نشده

Sparse matrices

موضوع مستند نشده

Transformations (Mathematics)

موضوع مستند نشده

Wavelets (Mathematics)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

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

مستند نام اشخاص تاييد نشده

Fadili, Jalal M.,1973-

مستند نام اشخاص تاييد نشده

Murtagh, Fionn

تاريخ عمليات

20100613114815.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y