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

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.

A propos du livre

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.

Détails de l'édition

• Éditeur: Springer International Publishing AG
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 3319056956
• ISBN 13: 9783319056951
• Reliure: Relié
• Nombre de pages: 286
• Éditeur: Ionescu Bogdan, Benois-Pineau Jenny, Piatrik Tomas, Quénot Georges
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne