DocumentCode
2439460
Title
Obstacle-free range determination for rail track maintenance vehicles
Author
Maire, Frederic ; Bigdeli, Abbas
Author_Institution
FaST QUT, NICTA QRF, Brisbane, QLD, Australia
fYear
2010
fDate
7-10 Dec. 2010
Firstpage
2172
Lastpage
2178
Abstract
Maintenance trains travel in convoy. In Australia, only the first train of the convoy pays attention to the track signalization (the other convoy vehicles simply follow the preceding vehicle). Because of human errors, collisions can happen between the maintenance vehicles. Although an anti-collision system based on a laser distance meter is already in operation, the existing system has a limited range due to the curvature of the tracks. In this paper, we introduce an anti-collision system based on vision. The two main ideas are, (1) to warp the camera image into an image where the rails are parallel through a projective transform, and (2) to track the two rail curves simultaneously by evaluating small parallel segments. The performance of the system is demonstrated on an image dataset.
Keywords
collision avoidance; computer vision; maintenance engineering; railway engineering; transforms; anti-collision system; camera image warping; computer vision; laser distance meter; maintenance train; obstacle-free range determination; projective transform; rail track maintenance vehicle; track signalization; Cameras; Image edge detection; Image segmentation; Rails; Roads; Transforms; Vehicles; Computer vision; anti-collision system; obtacle detection; train;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-7814-9
Type
conf
DOI
10.1109/ICARCV.2010.5707923
Filename
5707923
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