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Sparse Image and Signal Processing: Wavelets…
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Sparse Image and Signal Processing: Wavelets and Related Geometric Multiscale Analysis, Second Edition (udgave 2015)

af Jean-Luc Starck (Forfatter)

MedlemmerAnmeldelserPopularitetGennemsnitlig vurderingSamtaler
3Ingen4,093,779IngenIngen
This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest results in inverse problem solving and regularization, sparse signal decomposition, blind source separation, in-painting, and compressed sensing. New chapters and sections cover multiscale geometric transforms for three-dimensional data (data cubes), data on the sphere (geo-located data), dictionary learning, and nonnegative matrix factorization. The authors wed theory and practice in examining applications in areas such as astronomy, including recent results from the European Space Agency's Herschel mission, biology, fusion physics, cold dark matter simulation, medical MRI, digital media, and forensics. MATLAB® and IDL code, available online at www.SparseSignalRecipes.info, accompany these methods and all applications.… (mere)
Medlem:ifethereal
Titel:Sparse Image and Signal Processing: Wavelets and Related Geometric Multiscale Analysis, Second Edition
Forfattere:Jean-Luc Starck (Forfatter)
Info:Cambridge University Press (2015), Edition: 2, 428 pages
Samlinger:Dit bibliotek, Textbooks
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Nøgleord:Ingen

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Sparse Image and Signal Processing af Jean-Luc Starck

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This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest results in inverse problem solving and regularization, sparse signal decomposition, blind source separation, in-painting, and compressed sensing. New chapters and sections cover multiscale geometric transforms for three-dimensional data (data cubes), data on the sphere (geo-located data), dictionary learning, and nonnegative matrix factorization. The authors wed theory and practice in examining applications in areas such as astronomy, including recent results from the European Space Agency's Herschel mission, biology, fusion physics, cold dark matter simulation, medical MRI, digital media, and forensics. MATLAB® and IDL code, available online at www.SparseSignalRecipes.info, accompany these methods and all applications.

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