DocumentCode
605247
Title
Video Driven Traffic Modelling in Paramics
Author
Hailing Zhou ; Creighton, Douglas ; Chee Peng Lim ; Lei Wei ; Gao, D.Y.
Author_Institution
Centre for Intell. Syst. Res., Deakin Univ., Waurn Ponds, VIC, Australia
fYear
2013
fDate
10-12 April 2013
Firstpage
525
Lastpage
530
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 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.
Keywords
cost reduction; road safety; traffic engineering computing; video signal processing; Paramics; cost reduction; environmental impact; metrics estimation; safety; traffic simulation platform; video driven traffic modelling system; video processing; Adaptation models; Computational modeling; Load modeling; MATLAB; Mathematical model; Roads; Vehicles; MATLAB; Paramics; Traffic modelling and simulation; computer vision; video processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Modelling and Simulation (UKSim), 2013 UKSim 15th International Conference on
Conference_Location
Cambridge
Print_ISBN
978-1-4673-6421-8
Type
conf
DOI
10.1109/UKSim.2013.79
Filename
6527473
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