DocumentCode :
1910499
Title :
Study on the method of analyzing traffic condition based on the bus surveillance video
Author :
Zhang Fei ; Liu Guang-Ming
Author_Institution :
Inst. of Comput., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2013
fDate :
5-7 Sept. 2013
Firstpage :
103
Lastpage :
108
Abstract :
Traffic congestion has been the most intractable problem for most of countries´ governments. It is crucial to solve the traffic congestion that traffic departments achieve the real-time information of traffic condition and release it to the public. The front cameras of buses record the traffic conditions of the main roads of a city. The real-time traffic conditions can be achieved through analyzing the surveillance video of this camera. Design the model to collecting images from the camera, and preprocess these images to make subsequent processing easier. Propose the idea of the average background, and the method of background subtraction is used to detect vehicles. Propose the calculation method of the pixel´s weight of image under the perspective law and of the congestion index on the basis of the vehicle pixel statistics, and divide traffic congestion into levels by the index. In the end, experiment is designed to validate the methods.
Keywords :
cameras; road traffic; video surveillance; bus surveillance video; camera; congestion index; real-time information; traffic congestion; vehicle pixel statistics; Cameras; Global Positioning System; Image coding; Indexes; Roads; Surveillance; Vehicles; average background; background subtraction; bus surveillance video; image processing; the congestion index; vehicle pixel statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computer Communication and Processing (ICCP), 2013 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4799-1493-7
Type :
conf
DOI :
10.1109/ICCP.2013.6646090
Filename :
6646090
Link To Document :
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