Machines à noyaux pour le filtrage d'alarmes : application à la discrimination multiclasse en environnement maritime

Machines à noyaux pour le filtrage d'alarmes : application à la discrimination multiclasse en environnement maritime

Les systèmes infrarouges sont essentiels pour fournir aux forces armées une capacité de reconnaissance des menaces. En contexte opérationnel, ces systèmes sont contraints au temps-réel et à l’accès à des taux de fausses alarmes faibles. Ceci implique la détection des menaces parmi de nombreux objets...

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Bibliographic Details
Main Author:	Labbé, Benjamin
Other Authors:	Rouen, INSA
Language:	fr
Published:	2011
Subjects:	Apprentissage automatique Classification de pistes Séparateur à Vaste Marge Décision avec rejet Surveillance infrarouge Machine learning Track classification Support vecteur machines One-class SVM Discriminative One-Class SVM Decision with reject options Infrared monitoring
Online Access:	http://www.theses.fr/2011ISAM0002

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