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Sparse Image and Signal Processing

Name: Sparse Image and Signal Processing
Brand: Cambridge University Press
SKU: 09513574
Price: 100.85 EUR
Availability: InStock
Author: Jean-Luc Starck
ISBN: 9781107088061

Wavelets and Related Geometric Multiscale Analysis, Second Edition

Jean-Luc Starck

Fionn Murtagh

Jalal Fadili

Jezik

Angleščina

Knjiga Trda

Koda Libristo: 09513574

Založba Cambridge University Press, oktober 2015

This thoroughly updated new edition presents state of the art sparse and multiscale image and signal... Celoten opis

Koda Libristo: 09513574

244 b

100.85 €

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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.