- Title
- Video driven traffic modelling in paramics
- Creator
- Zhou, Hailing; Creighton, Douglas; Lim, Cheepeng; Wei, Lei; Gao, David
- Date
- 2013
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/32896
- Identifier
- vital:5142
- Identifier
-
https://doi.org/10.1109/UKSim.2013.79
- Identifier
- ISBN:9780769549941 (ISBN)
- Abstract
- 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 ParamicsTM 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. © 2013 IEEE.
- Publisher
- Cambridge IEEE
- Relation
- Proceedings - UKSim 15th International Conference on Computer Modelling and Simulation, UKSim 2013 p. 525-530
- Rights
- This metadata is freely available under a CCO license
- Subject
- Computer vision; MATLAB; Paramics; Traffic modelling and simulation; Video processing; Model development; Traffic activities; Traffic modelling; Traffic problems; Traffic simulations; Traffic volumes; Computer simulation; Environmental impact; Video signal processing; Traffic congestion
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