Ben Sunshine-Hill
ABSTRACT
We introduce the Spatio-Temporal Agent Motion Model, a data-driven representation of the behavior and motion of individuals within a space over the course of a day. We explore different representations for this model, incorporating different modes of individual behavior, and describe how crowd simulations can use this model as source material for dynamic and realistic behaviors.
- Bayazit, O. B., Lien, J.-M., and Amato, N. M. 2002. Roadmap-based flocking for complex environments. In Computer Graphics and Applications, 2002. 104--113. Google Scholar
Digital Library
- Braun, A., Musse, S. R., Oliveira, L. P., and Bodmann, B. E. 2003. Modeling Individual Behaviors in Crowd Simulation. In Proceedings of the 16th international Conference on Computer Animation and Social Agents (CASA 2003) (May 08--09, 2003). CASA. IEEE Computer Society, Washington, DC, 143. Google ScholarDigital Library
- Helbing, D., Buzna, L., Johansson, A., and Werner, T. 2005. Self-Organized Pedestrian Crowd Dynamics. In Transportation Science 39, 1 (Feb. 2005), 1--24. Google ScholarDigital Library
- Pelechano, N., Allbeck, J. M., and Badler, N. I. 2007. Controlling individual agents in high-density crowd simulation. In Proceedings of the 2007 ACM Siggraph/Eurographics Symposium on Computer Animation. Eurographics Association, Aire-la-Ville, Switzerland, 99--108. Google ScholarDigital Library
- Reynolds, Craig. 1999. Steering Behaviors for Autonomous Characters. Game Developers Conference 1999. http://www.red3d.com/cwr/papers/1999/gdc99steer.html.Google Scholar
- Shao, W. and Terzopoulos, D. 2005. Autonomous pedestrians. In Proceedings of the 2005 ACM Siggraph/Eurographics Symposium on Computer Animation. ACM Press, New York, NY, 19--28. Google ScholarDigital Library
- Sung, M., Kovar, L., and Gleicher, M. 2005. Fast and accurate goal-directed motion synthesis for crowds. In Proceedings of the 2005 ACM Siggraph/Eurographics Symposium on Computer Animation. ACM Press, New York, NY, 291--300. Google ScholarDigital Library
- Treuille, A., Cooper, S., and Popović, Z. 2006. Continuum crowds. In ACM SIGGRAPH 2006 Papers. ACM Press, New York, NY, 1160--1168. Google ScholarDigital Library
Index Terms
- Generating plausible individual agent movements from spatio-temporal occupancy data
Recommendations
Interactive Inverse Spatio-Temporal Crowd Motion Design
I3D '20: Symposium on Interactive 3D Graphics and GamesWe introduce a new inverse modeling method to interactively design crowd animations. Few works focus on providing succinct high-level and large-scale crowd motion modeling. Our methodology is to read in real or virtual agent trajectory data and ...
A Role-Dependent Data-Driven Approach for High-Density Crowd Behavior Modeling
Special Issue on PADS 2016In this article, we propose a role-dependent (RD) data-driven modeling approach to simulate pedestrians’ motion in high-density scenes. It is commonly observed that pedestrians behave quite differently when walking in a dense crowd. Some people explore ...
A Role-dependent Data-driven Approach for High Density Crowd Behavior Modeling
SIGSIM-PADS '16: Proceedings of the 2016 ACM SIGSIM Conference on Principles of Advanced Discrete SimulationIn this paper, we propose a role-dependent data-driven modeling approach to simulate pedestrians' motion in high density scenes. It is commonly observed that pedestrians behave quite differently when walking in dense crowd. Some people explore routes ...
Comments