Video driven traffic modelling in ParamicsTM


Autoria(s): Zhou, Hailing; Creighton, Doug; Lim, Chee Peng; Wei, Lei; Gao, David Yang
Contribuinte(s)

[Unknown]

Data(s)

01/01/2013

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

http://hdl.handle.net/10536/DRO/DU:30055240

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