Title :
An automatic scheme for rail wear detection based on infrared image analysis
Author :
Jin, Wenrui ; Zhan, Xingqun ; Jiang, Benhe
Author_Institution :
Inst. of Aerosp. Sci. & Technol., Shanghai Jiaotong Univ., Shanghai
Abstract :
Detecting rail-wear status is critical to guarantee high-speed running safety, proper maintenance schedule, and low operating costs. An automatic scheme has been presented using near-infrared laser line projector, Charged Coupled Device (CCD) camera and image processing technology for rail wear detection. After obtaining original rail images, a DLT (Direct Linear Transformation) algorithm is analyzed and modified to correct the nonlinear lens distortion using a planar spot-grid. To analyze the shape of rail header, the corners (key points) on rail curve have been detected successfully. Compared with relevant points on standard rail curve, rail wear values are computed fast and accurately. It is testified that the whole system reflects the status of rail profiles wear authentically and dependably. Having high performance/cost ratio, the system is much suitable for Chinese context.
Keywords :
CCD image sensors; condition monitoring; image processing; lenses; measurement by laser beam; measurement systems; mechanical engineering computing; nonlinear distortion; optical images; rails; railway engineering; safety; shape measurement; wear; Chinese context; charged coupled device camera; direct linear transformation algorithm; high-speed running safety; image processing technology; infrared image analysis; maintenance schedule; near-infrared laser line projector; nonlinear lens distortion; planar spot-grid; rail header; rail wear detection; standard rail curve; Charge coupled devices; Charge-coupled image sensors; Costs; Image analysis; Infrared detectors; Infrared imaging; Laser noise; Optical coupling; Rails; Railway safety;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345678