DocumentCode :
3542053
Title :
Research of Transmission Line Tower Anti-Theft Monitoring Technique Based on Video Difference Analysis
Author :
Xinbo Huang ; Wenjing Li ; Ye Zhang
Author_Institution :
Xi´´an Polytech. Univ., Xi´´an, China
fYear :
2012
fDate :
21-23 Sept. 2012
Firstpage :
1
Lastpage :
4
Abstract :
A system of transmission line tower anti-theft monitoring based on video difference analysis is designed in this paper. Gaussian Mixture Model is firstly used to create dynamic background model. Then the moving objects can be extracted effectively with the background subtraction. SVM is used to detect moving targets on the quick identification. Finally, Based on regions and characteristics method,the targets of moving are tracked so as to achieve the goal of monitoring and guarding. Experimental results show that this method is accurate in Detecting, Tracking and Recognition of pedestrians about the Video Monitoring, which will timely warn the monitoring center for the suspected pedestrian to provide security for the power systems.
Keywords :
Gaussian processes; computerised monitoring; image motion analysis; object detection; poles and towers; power engineering computing; power transmission lines; support vector machines; target tracking; video signal processing; Gaussian mixture model; SVM; background subtraction; characteristics method; dynamic background model; moving object detection; moving target tracking; pedestrian detection; pedestrian recognition; pedestrian tracking; power system security; support vector machine; transmission line tower antitheft monitoring technique; video difference analysis; video monitoring; Monitoring; Poles and towers; Power transmission lines; Streaming media; Support vector machines; Target tracking; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on
Conference_Location :
Shanghai
ISSN :
2161-9646
Print_ISBN :
978-1-61284-684-2
Type :
conf
DOI :
10.1109/WiCOM.2012.6478646
Filename :
6478646
Link To Document :
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