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Video driven traffic modelling in ParamicsTM
conference contribution
posted on 2013-01-01, 00:00 authored by Hailing Zhou, Douglas CreightonDouglas Creighton, Chee Peng LimChee Peng Lim, Lei WeiLei Wei, D GaoWith 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.
History
Event
Computer Modelling and Simulation. International Conference (15th : 2013 : Cambridge, England)Pagination
525 - 530Publisher
IEEE Computer SocietyLocation
Cambridge, EnglandPlace of publication
Piscataway, N.J.Publisher DOI
Start date
2013-04-10End date
2013-04-12ISBN-13
9780769549941Language
engPublication classification
E1 Full written paper - refereedTitle of proceedings
UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and SimulationUsage metrics
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