Video Surveillance: New Technologies and Developments: Technologies for enhanced security and reliability - Couverture souple

Lin, Weiyao

Couverture souple

ISBN 10 : 3639342208 ISBN 13 : 9783639342208

Editeur : VDM Verlag Dr. Müller, 2011

Synopsis

Video surveillance is of increasing importance to many applications. In this book, we investigate several key problems and develop new technologies for video surveillance systems. Two basic problems are investigated: automatic recognition of activities and optimization of video codec systems. Firstly, automatic activity recognition plays a key role in video surveillance. We develop new algorithms that can recognize human activities with good accuracy. The problems of recognition with limited training data and flexibility for recognition algorithms are also addressed. Furthermore, we develop a group activity recognition algorithm for recognizing interactions among groups of people. The algorithm can deal with the problems of recognition with varying numbers of group members as well as with hierarchical interactions among people. Secondly, many surveillance systems require the video codec to deliver videos in real time with low power in order for battery-based sensors to work as long as possible. This makes the codec optimization very important. Thus, we also develop multiple codec optimization techniques to address this key problem.

Détails de l'édition

• Éditeur: VDM Verlag Dr. Müller
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 3639342208
• ISBN 13: 9783639342208
• Reliure: Broché
• Nombre de pages: 124
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible