Fusion in Computer Vision: Understanding Complex Visual Content - Couverture rigide

Livre 39 sur 86: Advances in Computer Vision and Pattern Recognition
 
9783319056951: Fusion in Computer Vision: Understanding Complex Visual Content
Couverture rigide
ISBN 10 : 3319056956 ISBN 13 : 9783319056951
Editeur : Springer International Publishing AG, 2014

Synopsis

This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.

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

À propos de l?auteur

Dr. Bogdan Ionescu is a lecturer and Coordinator of the Video Processing Group at the Image Processing and Analysis Laboratory, University Politehnica of Bucharest, Romania. Dr. Jenny Benois-Pineau is a full professor and Chair of the Video Analysis and Indexing research group at the University of Bordeaux, France. Dr. Tomas Piatrik is a senior researcher in the Multimedia and Vision Research Group at Queen Mary University of London, UK. Dr. Georges Quénot is a senior researcher at CNRS and leader of the Multimedia Information Modeling and Retrieval group at the Grenoble Informatics Laboratory, France.

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

Éditeur
Springer International Publishing AG
Date d'édition
2014
Langue
anglais
ISBN 10 
3319056956
ISBN 13 
9783319056951
Reliure
Relié
Nombre de pages
272
Éditeur
Ionescu Bogdan, Benois-Pineau Jenny, Piatrik Tomas, Quénot Georges
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Allemagne

Autres éditions populaires du même titre

9783319347745: Fusion in Computer Vision: Understanding Complex Visual Content

Edition présentée

ISBN 10 :  3319347748 ISBN 13 :  9783319347745
Editeur : Springer, 2016
Couverture souple