An information theoretical approach to crowd simulation

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Turkay, Çağatay and Koç, Emre and Balcısoy, Selim (2012) An information theoretical approach to crowd simulation. In: Arisona, Stefan Müller and Aschwanden, Gideon and Halatsch, Jan and Wonka, Peter, (eds.) Digital Urban Modeling and Simulation. Communications in Computer and Information Science, 242. Springer Berlin / Heidelberg, Germany, pp. 236-261. ISBN 978-3-642-29757-1 (Print) 978-3-642-29758-8 (Online)

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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.
Item Type: Book Section / Chapter
Additional Information: DOI: 10.1007/978-3-642-29758-8_13
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Computer Science & Eng.
Faculty of Engineering and Natural Sciences
Depositing User: Selim Balcısoy
Date Deposited: 20 Oct 2012 20:41
Last Modified: 31 Jul 2019 11:59
URI: https://research.sabanciuniv.edu/id/eprint/19733

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