Shadow obstacle model for realistic corner-turning behavior in crowd simulation |
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Authors: | Gao-qi He Yi Jin Qi Chen Zhen Liu Wen-hui Yue Xing-jian Lu |
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Affiliation: | 1.Department of Computer Science and Engineering,East China University of Science and Technology,Shanghai,China;2.MOE Key Laboratory of Geographic Information Science,East China Normal University,Shanghai,China;3.State Key Laboratory of Virtual Reality Technology and Systems,Beihang University,Beijing,China;4.College of Information Science and Technology,Ningbo University,Ningbo,China |
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Abstract: | This paper describes a novel model known as the shadow obstacle model to generate a realistic corner-turning behavior in crowd simulation. The motivation for this model comes from the observation that people tend to choose a safer route rather than a shorter one when turning a corner. To calculate a safer route, an optimization method is proposed to generate the corner-turning rule that maximizes the viewing range for the agents. By combining psychological and physical forces together, a full crowd simulation framework is established to provide a more realistic crowd simulation. We demonstrate that our model produces a more realistic corner-turning behavior by comparison with real data obtained from the experiments. Finally, we perform parameter analysis to show the believability of our model through a series of experiments. |
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