Książka Sparse and Redundant Representations Michael Elad

Sparse and Redundant Representations

Autor: Michael Elad
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
353.34
This textbook introduces sparse and redundant representations with a focus on applications in signal...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2010
strony
376
EAN
9781441970107
ISBN
144197010X
Enbook ID
01249933
Waga
766
Wymiary
172 x 240 x 28

Pełny opis

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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