Sparse and Redundant Representations

Name: Sparse and Redundant Representations
Brand: Springer-Verlag New York Inc.
SKU: 9781441970107
Price: 83.19 EUR
Availability: InStock

Autor: Michael Elad

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag New York Inc.

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83.19 €

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

Informácie o knihe

Autor

Michael Elad

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2010

Stránok

376

EAN

9781441970107

ISBN

144197010X

Enbook ID

01249933

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

766

Rozmery

172 x 240 x 28

Kompletný popis

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.

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