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Optimisation in Signal and Image Processing
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Optimisation in Signal and Image Processing

Book Details

Format Hardback
ISBN-10 1848210442
ISBN-13 9781848210448
Publisher ISTE Ltd and John Wiley & Sons Inc
Imprint ISTE Ltd and John Wiley & Sons Inc
Country of Manufacture US
Country of Publication GB
Publication Date Jul 10th, 2009
Print length 352 Pages
Weight 635 grams
Dimensions 23.40 x 15.80 x 2.50 cms
KSh 32,400.00
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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.
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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