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
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