DocumentCode :
3466673
Title :
Defect detection on rail surfaces by a vision based system
Author :
Deutschl, E. ; Gasser, C. ; Niel, A. ; Werschonig, J.
Author_Institution :
Inst. of Digital Image Process., Joanneum Res., Graz, Austria
fYear :
2004
fDate :
14-17 June 2004
Firstpage :
507
Lastpage :
511
Abstract :
A new vision based inspection technique for rail surface defects is presented. It replaces visual checks with an automatic inspection system. Colour line-scan cameras and a special image acquisition method- the so called spectral image differencing procedure (SIDP- allow the automatic detection of defects on rail surfaces, like flakes, cracks, grooves or break-offs by means of image processing. The system is already used by a rail manufacturer as inline system, but may also be used on testing vehicles. Practice shows that it produces reliable results even for heavily scaled surfaces, which usually pose serious problems to optical inspection systems due to their irregular texture.
Keywords :
automatic optical inspection; computer vision; image texture; rail traffic; railways; automatic detection; automatic inspection system; colour line scan cameras; image acquisition method; image processing; irregular texture; optical inspection systems; rail manufacturer; rail surface defect detection; rail traffic; spectral image differencing procedure; testing vehicles; vision based inspection technique; vision based system; Cameras; Color; Image processing; Inspection; Machine vision; Manufacturing; Rails; Surface cracks; System testing; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium, 2004 IEEE
Print_ISBN :
0-7803-8310-9
Type :
conf
DOI :
10.1109/IVS.2004.1336435
Filename :
1336435
Link To Document :
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