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The Resource Sparse image and signal processing : wavelets, curvelets, morphological diversity, Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili

Sparse image and signal processing : wavelets, curvelets, morphological diversity, Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili

Creator
Contributor
Summary
  • "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
Language
eng
Work
Publication
Extent
1 online resource (xvii, 316 pages, 16 unnumbered pages of plates)
Contents
  • 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
Isbn
9786612630453
Instance
Label
Sparse image and signal processing : wavelets, curvelets, morphological diversity
Title
Sparse image and signal processing
Title remainder
wavelets, curvelets, morphological diversity
Statement of responsibility
Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili
Creator
Contributor
Subject
Language
eng
Summary
  • "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
Member of
Cataloging source
OSU
http://library.link/vocab/creatorDate
1965-
http://library.link/vocab/creatorName
Starck, J.-L.
Dewey number
621.36/7
Illustrations
  • illustrations
  • plates
Index
index present
LC call number
QA601
LC item number
.S785 2010eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1973-
http://library.link/vocab/relatedWorkOrContributorName
  • Murtagh, Fionn
  • Fadili, Jalal M.
http://library.link/vocab/subjectName
  • Transformations (Mathematics)
  • Signal processing
  • Image processing
  • Sparse matrices
  • Wavelets (Mathematics)
  • TECHNOLOGY & ENGINEERING
  • Image processing
  • Signal processing
  • Sparse matrices
  • Transformations (Mathematics)
  • Wavelets (Mathematics)
  • Nachrichtenübertragungstechnik
  • Bildübertragung
  • Wavelet
Label
Sparse image and signal processing : wavelets, curvelets, morphological diversity, Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
642838934
Dimensions
unknown
Extent
1 online resource (xvii, 316 pages, 16 unnumbered pages of plates)
Form of item
online
Isbn
9786612630453
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9786612630453
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
263045
Specific material designation
remote
System control number
(OCoLC)642838934
Label
Sparse image and signal processing : wavelets, curvelets, morphological diversity, Jean-Luc Starck, Fionn Murtagh, Jalal M. Fadili
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
642838934
Dimensions
unknown
Extent
1 online resource (xvii, 316 pages, 16 unnumbered pages of plates)
Form of item
online
Isbn
9786612630453
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9786612630453
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
263045
Specific material designation
remote
System control number
(OCoLC)642838934

Subject

Genre

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      38.710138 -90.311107

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