Optimisation in Signal and Image Processing
Author | : Patrick Siarry |
Publisher | : John Wiley & Sons |
Total Pages | : 277 |
Release | : 2013-03-01 |
ISBN-10 | : 9781118623671 |
ISBN-13 | : 1118623673 |
Rating | : 4/5 (71 Downloads) |
Download or read book Optimisation in Signal and Image Processing written by Patrick Siarry and published by John Wiley & Sons. This book was released on 2013-03-01 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).