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
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;
Conference_Titel :
Computer Modelling and Simulation (UKSim), 2013 UKSim 15th International Conference on
Conference_Location :
Cambridge
Print_ISBN :
978-1-4673-6421-8
DOI :
10.1109/UKSim.2013.79