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Sparse and Redundant Representations

Name: Sparse and Redundant Representations
Brand: Springer-Verlag New York Inc.
SKU: 01249933
Price: 85.56 EUR
Availability: InStock
Author: Michael Elad
ISBN: 9781441970107

Michael Elad

Language

English

Book Hardback

Libristo code: 01249933

Publishers Springer-Verlag New York Inc., August 2010

This textbook introduces sparse and redundant representations with a focus on applications in signal... Full description

Libristo code: 01249933

207 b

85.56 €

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This textbook introduces sparse and redundant representations with a focus on applications in signal and image processing. The theoretical and numerical foundations are tackled before the applications are discussed. Mathematical modeling for signal sources is discussed along with how to use the proper model for tasks such as denoising, restoration, separation, interpolation and extrapolation, compression, sampling, analysis and synthesis, detection, recognition, and more. The presentation is elegant and engaging.§Sparse and Redundant Representations is intended for graduate students in applied mathematics and electrical engineering, as well as applied mathematicians, engineers, and researchers who are active in the fields of signal and image processing.