eBook - PDF

Sparse Image and Signal Processing

Name: Sparse Image and Signal Processing
Author: Jean-Luc Starck,Fionn Murtagh,Jalal Fadili

Wavelets and Related Geometric Multiscale Analysis, Second Edition

Jean-Luc Starck,

Fionn Murtagh,

Jalal Fadili,

English
PDF
Available on iOS & Android

eBook - PDF

Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

Jean-Luc Starck,

Fionn Murtagh,

Jalal Fadili,

About this book

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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Yes, you can access Sparse Image and Signal Processing by Jean-Luc Starck,Fionn Murtagh,Jalal Fadili in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Graphics. We have over one million books available in our catalogue for you to explore.