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Sparse and redundant representations : from theory to applications in signal and image processing
Autor: Elad, Michael
Rok: ©2010
ISBN: 9781441970107
OCLC Number: (OCoLC)646114450
OCLC Number: (ocolc)646114450
OKCZID: 110837906
Citace (dle ČSN ISO 690):
ELAD, Michael. Sparse and redundant representations: from theory to applications in signal and image processing. New York: Springer, [2010]. xx, 376 stran.
Anotace
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.