Video driven traffic modelling in ParamicsTM
Contribuinte(s) |
[Unknown] |
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Data(s) |
01/01/2013
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Resumo |
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. |
Identificador | |
Idioma(s) |
eng |
Publicador |
IEEE Computer Society |
Relação |
http://dro.deakin.edu.au/eserv/DU:30055240/evid-confuksim-rvwgnrl-2013.pdf http://dro.deakin.edu.au/eserv/DU:30055240/zhou-videodriventraffic-2013.pdf http://doi.org/10.1109/UKSim.2013.79 |
Palavras-Chave | #traffic modelling and simulation. video processing #Paramics #computer vision #MATLAB |
Tipo |
Conference Paper |