Articles liés à Tracking with Particle Filter for High-dimensional...

Tracking with Particle Filter for High-dimensional Observation and State Spaces - Couverture rigide

Dubuisson, Séverine

 
9781848216037: Tracking with Particle Filter for High-dimensional Observation and State Spaces
Couverture rigide
ISBN 10 : 1848216033 ISBN 13 : 9781848216037
Editeur : ISTE Ltd and John Wiley & Sons Inc, 2014

Synopsis

This title concerns the use of a particle filter framework to track objects defined in high-dimensional state-spaces using high-dimensional observation spaces. Current tracking applications require us to consider complex models for objects (articulated objects, multiple objects, multiple fragments, etc.) as well as multiple kinds of information (multiple cameras, multiple modalities, etc.). This book presents some recent research that considers the main bottleneck of particle filtering frameworks (high dimensional state spaces) for tracking in such difficult conditions.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Séverine Dubuisson is Assistant Professor in the Institute for Intelligent Systems and Robotics, at Pierre and Marie Curie University in Paris, France. Her research interests include tracking in video sequences, management of large state spaces and observation, analysis of the dynamics in video sequences and analysis and modeling of social interactions.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
ISTE Ltd and John Wiley & Sons Inc
Date d'édition
2014
Langue
anglais
ISBN 10 
1848216033
ISBN 13 
9781848216037
Reliure
Relié
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
non disponible