Optimisation in Signal and Image Processing

Nonfiction, Science & Nature, Technology, Engineering
Cover of the book Optimisation in Signal and Image Processing by , Wiley
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Author: ISBN: 9781118623671
Publisher: Wiley Publication: March 1, 2013
Imprint: Wiley-ISTE Language: English
Author:
ISBN: 9781118623671
Publisher: Wiley
Publication: March 1, 2013
Imprint: Wiley-ISTE
Language: English

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).

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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).

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