Kniha Sparse and Redundant Representations Michael Elad

Sparse and Redundant Representations

Autor: Michael Elad
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
1 899
This textbook introduces sparse and redundant representations with a focus on applications in signal...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2010
Stránek
376
EAN
9781441970107
ISBN
144197010X
Enbook ID
01249933
Hmotnost
766
Rozměry
172 x 240 x 28

Kompletní 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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