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An Information Theoretical Approach to Crowd Simulation
Abstract In this study, an information theory based framework to automatically construct analytical maps of crowd’s locomotion, called behavior maps, is presented. For these behavior maps, two distinct use cases in crowd simulation domain are introduced; i) automatic camera control ii) behavioral modeling. The first use case for behavior maps is an automatic camera control technique to display interest points which represent either characteristic behavior of the crowd or novel events occurring in the scene. As the second use case, a behavioral model to control agents’ behavior with agent-crowd interaction formulations is introduced. This model can be integrated into a crowd simulator to enhance its behavioral complexity and realism.
An Information Theoretical Approach to Crowd Simulation
Abstract In this study, an information theory based framework to automatically construct analytical maps of crowd’s locomotion, called behavior maps, is presented. For these behavior maps, two distinct use cases in crowd simulation domain are introduced; i) automatic camera control ii) behavioral modeling. The first use case for behavior maps is an automatic camera control technique to display interest points which represent either characteristic behavior of the crowd or novel events occurring in the scene. As the second use case, a behavioral model to control agents’ behavior with agent-crowd interaction formulations is introduced. This model can be integrated into a crowd simulator to enhance its behavioral complexity and realism.
An Information Theoretical Approach to Crowd Simulation
Turkay, Cagatay (Autor:in) / Koc, Emre (Autor:in) / Balcisoy, Selim (Autor:in)
01.01.2012
26 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
Virtual Environment , Interest Point , Camera Control , Crowd Behavior , Camera Placement Computer Science , Information Systems Applications (incl. Internet) , User Interfaces and Human Computer Interaction , Artificial Intelligence (incl. Robotics) , Computer Communication Networks , Information Storage and Retrieval , Database Management
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