Title :
Traffic Violation Detection Using Multiple Trajectories Evaluation of Vehicles
Author :
Klubsuwan, K. ; Koodtalang, W. ; Mungsing, S.
Author_Institution :
Image Process. R&D, E-ideas Co., Ltd., Bangkok, Thailand
Abstract :
In general, lane change violations are likely to happen before the stop line in the red-light violation detection region. The system which can be detecting red-light and lane-change violation is very useful for the traffic management. This paper present a novel method for the red-light violation detection using vehicles moving in the region of interest and combining with the evaluation of the trajectories behavior of multiple vehicles using mean square displacement (MSD) to detected both of violation. We are using image processing technique only to detected traffic signal without help of another other system. The experiment result shows that the algorithm is high accuracy to detect both of violation.
Keywords :
object detection; road traffic; traffic engineering computing; video signal processing; MSD; image processing technique; lane change violation; mean square displacement; multiple vehicle trajectory evaluation; red-light violation detection; traffic management; traffic signal detection; traffic violation detection; video processing; Accuracy; Equations; Image color analysis; Roads; Streaming media; Trajectory; Vehicles; traffic signal detection; lane-change; multiple trajectories;
Conference_Titel :
Intelligent Systems Modelling & Simulation (ISMS), 2013 4th International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4673-5653-4
DOI :
10.1109/ISMS.2013.143