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).

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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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