A Data-Driven Model of Pedestrian Movement

TitleA Data-Driven Model of Pedestrian Movement
Publication TypeConference Paper
Year of Publication2005
AuthorsCasburn, L., M. Srinivasan, R. A. Metoyer, and M. J. Quinn
Conference Name3rd International Conference on Pedestrian and Evacuation Dynamics
Date Published2005
Conference LocationVienna, Austria
Abstract

We present a method for simulating individual pedestrian motion based on empirical data. Our model keeps track of the pedestrian’s position and body configuration (pose) and uses motion capture data to produce plausible motion. While our ultimate goal is creating 3D animations of crowds, our initial efforts focus on 2D simulations. In this paper, we present a 2D model for an able-bodied male. Using our approach, we could also capture data and build models for a heterogeneous population, including children, the elderly, pedestrians in wheelchairs, and people on crutches. We demonstrate the realism of our model with a small-scale test case and a larger crowd evacuation simulation.