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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 Gao
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.

History

Event

Computer Modelling and Simulation. International Conference (15th : 2013 : Cambridge, England)

Pagination

525 - 530

Publisher

IEEE Computer Society

Location

Cambridge, England

Place of publication

Piscataway, N.J.

Start date

2013-04-10

End date

2013-04-12

ISBN-13

9780769549941

Language

eng

Publication classification

E1 Full written paper - refereed

Title of proceedings

UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation