Optimisation in Signal and Image Processing (Hardcover)

Patrick Siarry

ISBN 10: 1848210442 / ISBN 13: 9781848210448

Editore: ISTE Ltd and John Wiley & Sons Inc, London, 2009

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Hardcover. 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). Describes the optimization methods 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781848210448

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Titolo: Optimisation in Signal and Image Processing ...

Casa editrice: ISTE Ltd and John Wiley & Sons Inc, London

Data di pubblicazione: 2009

Legatura: Hardcover

Condizione: new

Edizione: prima edizione

Descrizione articolo

Riassunto:

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).

Informazioni sull?autore:

Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Créteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systèmes Intelligents - LiSSi.