UID:
almafu_9959328319002883
Format:
1 online resource (xxi, 361 pages) :
,
illustrations
ISBN:
9780470611319
,
0470611316
,
9780470393949
,
0470393947
,
1848210442
,
9781848210448
Series Statement:
Digital signal and image processing series
Uniform Title:
Optimisation en traitement du signal et de l'image. English.
Content:
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).
Note:
Modeling and optimization in image analysis / Jean Louchet -- Artificial evolution and the Parisian approach. Applications in the processing of signals and images / Pierre Collet, Jean Louchet -- Wavelets and fractals for signal and image analysis / Abdeldjalil Ouahabi, Djedjiga Ait Aouit -- Information criteria: examples of applications in signal and image processing / Christian Olivier, Olivier Alata -- Quadratic programming and machine learning -- large scale problems and sparsity / Gaëlle Loosli, Stéphane Canu -- Probabilistic modeling of policies and application to optimal sensor management / Frederic Dambreville, Francis Celeste, Cecile Simonin -- Optimizing emissions for tracking and pursuit of mobile targets / Jean-Pierre Le Cadre -- Bayesian inference and Markov models / Christophe Collet -- The use of hidden Markov models for image recognition: learning with artificial ants, genetic algorithms and particle swarm optimization / Sebastien Aupetit, Nicolas Monmarché, Mohamed Slimane -- Biological metaheuristics for road sign detection / Guillaume Dutilleux, Pierre Charbonnier -- Metaheuristics for continuous variables. The registration of retinal angiogram images / Johann Dréo, Jean-Claude Nunes, Patrick Siarry -- Joint estimation of the dynamics and shape of physiological signals through genetic algorithms / Amine Naït-Ali, Patrick Siarry -- Using interactive evolutionary algorithms to help fit cochlear implants / Pierre Collet [and others].
Additional Edition:
Print version: Optimisation en traitement du signal et de l'image. English. Optimization in signal and image processing. London : ISTE ; Hoboken, NJ : Wiley, 2009 ISBN 9781848210448
Additional Edition:
ISBN 1848210442
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470611319
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470611319
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470611319
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470611319
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