Title :
Obstacle-free range determination for rail track maintenance vehicles
Author :
Maire, Frederic ; Bigdeli, Abbas
Author_Institution :
FaST QUT, NICTA QRF, Brisbane, QLD, Australia
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;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-7814-9
DOI :
10.1109/ICARCV.2010.5707923