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Siarry, Patrick

Optimisation in Signal and Image Processing

Siarry, Patrick - Optimisation in Signal and Image Processing, ebook

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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).

Keywords: time; reader; concepts; discrete; introductory; signals; filters; book; computation algorithms; techniques; implementation; readers; suited; practitioner; graduate course; textbook; matlab; software implementations, Imaging Systems & Technology, Optimization, Imaging Systems & Technology, Optimization

Editor
Publisher
John Wiley and Sons, Inc.
Publication year
2008
Language
en
Edition
1
Series
ISTE
Page amount
352 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (ePUB)
9781118623671
Printed ISBN
9781848210448

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