DocumentCode :
3128814
Title :
Railway track gauge inspection method based on computer vision
Author :
Zheng, Shubin ; Chai, Xiaodong ; An, Xiaoxue ; Li, Liming
Author_Institution :
Coll. of Urban Railway Transp., Shanghai Univ. of Eng. Sci., Shanghai, China
fYear :
2012
fDate :
5-8 Aug. 2012
Firstpage :
1292
Lastpage :
1296
Abstract :
Railway track gauge irregularity severely reduces the service life of rail and vehicle, and even result in vehicle falling off rail or wheel trapping, which causes driving accidents. In this paper, a dynamic inspection method of track gauge based on computer vision is presented. According to the method, the inspection system could be constructed by using four CCD (Charge-coupled Device) cameras and two red laser sector lights. The inspection principle and corresponding calibration method of inspection system are analyzed. In order to get the gauge points, several image processing technologies, including image component extraction, differential, adaptive iteration threshold, dilation and thinning are adopted. At last, the experiment results prove that this inspection method is capable of fast obtaining track gauge value with high accuracy and repeatability, and meeting the requirement of dynamic inspection for track gauge.
Keywords :
CCD image sensors; automatic optical inspection; calibration; computer vision; gauges; image thinning; iterative methods; railway accidents; railway engineering; railway safety; remaining life assessment; CCD cameras; adaptive iteration threshold; calibration method; charge-coupled device cameras; computer vision; differential iteration threshold; driving accidents; dynamic inspection method; gauge points; image component extraction; image dilation; image processing technology; image thinning; inspection principle; inspection system; rail service life; railway track gauge inspection method; railway track gauge irregularity; red laser sector lights; vehicle falling off rail; vehicle service life; wheel trapping; Calibration; Cameras; Charge coupled devices; Image processing; Inspection; Rail transportation; Rails; calibration; image processing; track gauge inspection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
Type :
conf
DOI :
10.1109/ICMA.2012.6284322
Filename :
6284322
Link To Document :
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