Optimization in signal and image processing /

This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden M...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Siarry, Patrick
Formato: Electrónico eBook
Idioma:Inglés
Francés
Publicado: London : Hoboken, NJ : ISTE ; Wiley, 2009.
Colección:Digital signal and image processing series.
Temas:
Signal processing.
Image processing.
Traitement du signal.
Traitement d'images.
image processing.
COMPUTERS > Information Theory.
TECHNOLOGY & ENGINEERING > Signals & Signal Processing.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario:This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).
Descripción Física:1 online resource (xxi, 361 pages) : illustrations
Bibliografía:Includes bibliographical references and index.
ISBN:9780470611319
0470611316
9780470393949
0470393947
1848210442
9781848210448

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