A framework for recognizing multi-agent action from visual evidence
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Statistical Models of Object Interaction
International Journal of Computer Vision - Special issue on a special section on visual surveillance
A Conceptual Model for Surveillance Video Content and Event-Based Indexing and Retrieval
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Multi-agent Scene Interpretation
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Reasoning about Dynamic Scenes Using Autonomous Agents
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Steps toward a cognitive vision system
AI Magazine
Representation of occurrences for road vehicle traffic
Artificial Intelligence
Activity representation using 3D shape models
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
Automatic Learning of Conceptual Knowledge in Image Sequences for Human Behavior Interpretation
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Understanding dynamic scenes based on human sequence evaluation
Image and Vision Computing
Classifying 3D Human Motions by Mixing Fuzzy Gaussian Inference with Genetic Programming
ICIRA '09 Proceedings of the 2nd International Conference on Intelligent Robotics and Applications
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Reflections on cognitive vision systems
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Temporal Bayesian networks for scenario recognition
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Empirical analysis of an on-line adaptive system using a mixture of Bayesian networks
Information Sciences: an International Journal
Understanding transit scenes: a survey on human behavior-recognition algorithms
IEEE Transactions on Intelligent Transportation Systems
Recognizing 3D human motions using fuzzy quantile inference
ICIRA'10 Proceedings of the Third international conference on Intelligent robotics and applications - Volume Part I
Cognitive visual tracking and camera control
Computer Vision and Image Understanding
Review: on the use of agent technology in intelligent, multisensory and distributed surveillance
The Knowledge Engineering Review
Behavioral analysis of mobile robot trajectories using a point distribution model
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
A method for wandering trajectory detection in video monitor
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
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The paper presents an agent based surveillance system for use in monitoring scenes involving both pedestrians and vehicles. The surveillance system supplies textual descriptions for the dynamic activity occurring in the 3D world. These are derived by means of dynamic andprobabilistic inference based on geometric information provided by a vision system that tracks vehicles and pedestrians. The symbolic scene annotation is given at two major levels of description: the object level and the interobject level. At object level, each tracked object(pedestrian or vehicle) is assigned a behaviour agent which uses a Bayesian network to infer the fundamental features of the objects' trajectory, and continuously updates its textual description. The inter-object interaction level is interpreted by a situation agent which is created dynamically when two objects are in close proximity.