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Carte Sparse and Redundant Representations Michael Elad

Sparse and Redundant Representations

Autor: Michael Elad
Limbă: engleză
Legare: Copertă tare
Editura: Springer-Verlag New York Inc.
Disponibilitate: În depozitul extern
Expediem în 10-13 zile
459.93 lei
This textbook introduces sparse and redundant representations with a focus on applications in signal...

Informații despre carte

Autor
Michael Elad
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2010
Pagini
376
EAN
9781441970107
ISBN
144197010X
Enbook ID
01249933
Editura
Springer-Verlag New York Inc.
Greutate
766
Dimensiuni
172 x 240 x 28

Descriere completă

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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