Distributed Video Sensor Networks

Large-scale video networks are of increasing importance in a wide range of applications. However, the development of automated techniques for aggregating and interpreting information from multiple video streams in real-life scenarios is a challenging area of research. Collecting the work of leading...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bhanu, Bir (Editor ), Ravishankar, Chinya V. (Editor ), Roy-Chowdhury, Amit K. (Editor ), Aghajan, Hamid (Editor ), Terzopoulos, Demetri (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Computer vision.
Pattern recognition systems.
Computer graphics.
Computer networks .
Artificial intelligence.
Computer Vision.
Automated Pattern Recognition.
Computer Graphics.
Computer Communication Networks.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Part I: Distributed Video Sensor Networks and Research Challenges
  • Report on NSF/ARO/ONR Workshop on Distributed Camera Networks
  • Part II: Video Processing and Understanding
  • Motion Analysis: Past, Present and Future
  • Projective Joint Invariants for Matching Curves in Camera Networks
  • Multiple-view Object Recognition in Smart Camera Networks
  • A Comparison of Techniques for Camera Selection and Handoff in a Video Network
  • Tracking of Multiple Objects Over Camera Networks with Overlapping and Nonoverlapping Views
  • Toward Robust Online Visual Tracking
  • Modeling Patterns of Activity and Detecting Abnormal Events with Low-level Co-occurrences
  • Use of Context in Video Processing
  • Part III: Simulation, Graphics, Cognition and Video Networks
  • Virtual Vision
  • Virtualization and Programming Support for Video Sensor Networks with Application to Wireless and Physical Security
  • Simulating Human Activities for Synthetic Inputs to Sensor Systems
  • Cognitive Sensor Networks
  • Ubiquitous Displays
  • Part IV: Wireless Video Sensor Networks, Communications and Control
  • Research Challenges for Wireless Multimedia Sensor Networks
  • Camera Control and Georegistration for Video Sensor Networks
  • Persistent Observation of Dynamic Scenes in an Active Camera Network
  • Proactive PTZ Camera Control
  • Distributed Consensus Algorithms for Image-based Localization in Camera Sensor Networks
  • Conditional Posterior Cramér-rao Lower Bound and its Applications in Adaptive Sensor Management
  • Part V: Distributed Embedded Cameras and Real-Time Video Analysis
  • VideoWeb
  • VideoWeb Dataset for Multicamera Activities and Nonverbal Communication
  • Wide-Area Persistent Airborne Video
  • Collaborative Face Recognition Using a Network of Embedded Cameras
  • SATWARE
  • Part VI: Distributed Video Networks - Applications
  • Video Analytics For Force Protection
  • Recognizing Activity Structures in Massive Numbers of Simple Events Over Large Areas
  • Distributed Sensor Networks for Visual Surveillance
  • Ascertaining Human Identity in Night Environments
  • Part VII: Educational Opportunities and Curriculum Development
  • Educational Opportunities in Video Sensor Networks.

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