Optimisation in Signal and Image Processing Format: Hardcover
Language: English
Published by John Wiley and Sons, 2009
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- Title
- Optimisation in Signal and Image Processing Format: Hardcover
- Author
- Siarry, Patrick
- Publisher
- John Wiley and Sons
- Publication year
- 2009
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1848210442
- ISBN 13
- 9781848210448
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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About the Author
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.
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