CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Advanced Video-Based Surveillance Systems
Advanced Video-Based Surveillance Systems
Multimedia Video-Based Surveillance Systems: Requirements, Issues and Solutions
Multimedia Video-Based Surveillance Systems: Requirements, Issues and Solutions
Video-Based Surveillance Systems: Computer Vision and Distributed Processing
Video-Based Surveillance Systems: Computer Vision and Distributed Processing
On sequential Monte Carlo sampling methods for Bayesian filtering
Statistics and Computing
Communications of the ACM - A game experience in every application
On the detection and recognition of television commercials
ICMCS '97 Proceedings of the 1997 International Conference on Multimedia Computing and Systems
Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance
AVSS '03 Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Experience based sampling technique for multimedia analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Experiential sampling for monitoring
ETP '03 Proceedings of the 2003 ACM SIGMM workshop on Experiential telepresence
Privacy protecting data collection in media spaces
Proceedings of the 12th annual ACM international conference on Multimedia
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Proceedings of the 2006 ACM international conference on Virtual reality continuum and its applications
Support for effective use of multiple video streams in security
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Multimedia simplification for optimized MMS synthesis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Effects of presenting geographic context on tracking activity between cameras
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
DOTS: support for effective video surveillance
Proceedings of the 15th international conference on Multimedia
Effective multimedia surveillance using a human-centric approach
Multimedia Tools and Applications
A location-aware system for monitoring sport events
Proceedings of the 8th International Conference on Advances in Mobile Computing and Multimedia
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Due to the decreasing costs and increasing miniaturization of video cameras, the use of digital video based surveillance as a tool for real-time monitoring is rapidly increasing. In this paper, we present a new methodology for real-time video surveillance based on Experiential Sampling. We use this framework to dynamically model the evolving attention in order to perform efficient monitoring. We exploit the context and past experience information in order to detect and track moving objects in surveillance videos. Moreover, we take the situation of multiple surveillance cameras into account and utilize the experiential sampling technique to decide which surveillance video stream to be displayed on the main monitor. This can tremendously help in reducing the manual operator fatigue for multiple monitor situation. We have implemented the developed algorithms and experimental results have been presented to illustrate the utility of the proposed technique.