Zhou, Hailing, Creighton, Doug, Lim, Chee Peng, Wei, Lei and Gao, David Yang 2013, Video driven traffic modelling in ParamicsTM, in UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, IEEE Computer Society, Piscataway, N.J., pp. 525-530.
With urbanization and vehicle availability, there exist many traffic problems including congestion, environmental impact and safety. In order to address these problems, we propose a video driven traffic modelling system in this paper. The system can simulate real-world traffic activities in a computer, based on traffic data recorded in videos. Video processing is employed to estimate metrics such as traffic volumes. These metrics are used to update the traffic system model, which is then simulated using the Paramics™ traffic simulation platform. Video driven traffic modelling has widespread potential application in traffic systems, due to the convenience and reduced costs of model development and maintenance. Experiments are conducted in this paper to demonstrate the effectiveness of the proposed system.
Field of Research
080110 Simulation and Modelling
Socio Economic Objective
970108 Expanding Knowledge in the Information and Computing Sciences
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