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Modeling and Simulating the Walking Behavior of Small Pedestrian Groups

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AsiaSim 2014 (AsiaSim 2014)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 474))

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Abstract

In the virtual environment, the current methods can simulate some virtual human behaviors realistically. However, these methods take the crowd as a collection of separate individuals, which is difficult to generate interactive behaviors of the virtual crowd, especially for the small pedestrian groups with fewer members. Based on establishing the basic set of formations, this paper will model the walking behavior of small pedestrian groups, and control the interaction between group members. Regarding to the group with more members, we firstly separate the group into multiple smaller groups, and design an algorithm to maintain the consistency and adhesion between these detached groups. The simulation results show that the small pedestrian groups generated by our method can adjust their formations automatically according to the changing environment, and accomplish collision-free movement. Visually speaking, the behaviors of the small group we model are authentic.

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References

  1. Moussaid, M., Perozo, N., et al.: The walking behaviour of pedestrian social groups and its impact on crowd dynamics. PLoS ONE 5(4), e10047 (2010)

    Google Scholar 

  2. Reynolds, C.W.: Flocks, herds, and schools: a distributed behavioral model. Computer Graphics. In: ACM SIGGRAPH 1987 Conf. Proc., vol. 21(4), pp. 25–34 (1987)

    Google Scholar 

  3. Kwon, T., Lee, K.H., Lee, J., et al.: Group motion editing. ACM Transactions on Graphics (TOG) 27(3), 80 (2008)

    Article  Google Scholar 

  4. Qiu, F., Hu, X.: Modeling group structures in pedestrian crowd simulation. Simulation Modelling Practice and Theory 18(2), 190–205 (2010)

    Article  Google Scholar 

  5. Rodriguez, S.O.: Roadmap-Based Techniques for Modeling Group Behaviors in Multi-Agent Systems. Texas A&M University (2012)

    Google Scholar 

  6. Lerner, A., Fitusi, E., Chrysanthou, Y., et al.: Fitting behaviors to pedestrian simulations. In: Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 199–208. ACM (2009)

    Google Scholar 

  7. Lai, Y.C., Chenney, S., Fan, S.H.: Group motion graphs. In: Proceedings of the 2005 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 281–290. ACM (2005)

    Google Scholar 

  8. Ju, E., Choi, M.G., Park, M., et al.: Morphable crowds. ACM Transactions on Graphics (TOG) 29(6), 140 (2010)

    Article  Google Scholar 

  9. Aveni Adrian, F.: The Not-So-Lonely Crowd:Friendship Groups in Collective Behavior. Sociometry 40(1), 96–99 (1977)

    Article  Google Scholar 

  10. McPhail, C.: Stereotypes of Crowds and Collective Behavior: Looking Backward, Looking Forward. In: Constructing Complexity: Symbolic Interacton and Social Forms. JAI Press (1997)

    Google Scholar 

  11. Hostetler, T.R., Kearney, J.K.: Strolling down the avenue with a few close friends. In: Third Irish Workshop on Computer Graphics, pp. 7–14 (2002)

    Google Scholar 

  12. Karamouzas, I., Overmars, M.: Simulating and Evaluating the Local Behavior of Small Pedestrian Groups. IEEE Transactions on Visualization and Computer Graphics 18(3) (2012)

    Google Scholar 

  13. Peters, C., Ennis, C.: Modeling groups of plausible virtual pedestrians. Computer Graphics and Applications 29(4), 54–63 (2009)

    Article  Google Scholar 

  14. Kavraki, L.E., Svestka, P., et al.: Probabilistic roadmaps for path planning in high-dimensional configuration spaces. IEEE Transactions on Robotics and Automation 12(4), 566–580 (1996)

    Article  Google Scholar 

  15. Van den Berg, J., Lin, M., Manocha, D.: Reciprocal velocity obstacles for real-time multi-agent navigation. In: IEEE International Conference on Robotics and Automation, pp. 1928–1935. IEEE (2008)

    Google Scholar 

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Fu, YW., Li, M., Liang, JH., Hu, XQ. (2014). Modeling and Simulating the Walking Behavior of Small Pedestrian Groups. In: Tanaka, S., Hasegawa, K., Xu, R., Sakamoto, N., Turner, S.J. (eds) AsiaSim 2014. AsiaSim 2014. Communications in Computer and Information Science, vol 474. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45289-9_1

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  • DOI: https://doi.org/10.1007/978-3-662-45289-9_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-45288-2

  • Online ISBN: 978-3-662-45289-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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