MATLAB and Simulink Based Books

Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity

Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity

Written for advanced undergraduate- and graduate-level students, this book presents the state of the art in sparse and multiscale image and signal processing. It covers linear multiscale transforms, such as wavelet, ridgelet, and curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. The book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. Topics covered include the wavelet transform, sparsity and noise removal, morphological diversity, and compressed sensing.

MATLAB is used to solve examples in the book.

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About This Book

Jean-Luc Starck, Centre d'Études de Saclay
Fionn Murtagh, Royal Holloway
Jalal M. Fadili, École Nationale Supérieure d'Ingénieures

Cambridge University Press, 2010

ISBN: 978-0-521-11913-9
Language: English