2016
DOI: 10.1155/2016/1719230
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Laser-Based Obstacle Detection at Railway Level Crossings

Abstract: This paper presents a system for obstacle detection in railway level crossings from 3D point clouds acquired with tilting 2D laser scanners. Although large obstacles in railway level crossings are detectable with current solutions, the detection of small obstacles remains an open problem. By relying on a tilting laser scanner, the proposed system is able to acquire highly dense and accurate point clouds, enabling the detection of small obstacles, like rocks laying near the rail. During an offline training phas… Show more

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Cited by 21 publications
(12 citation statements)
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References 14 publications
(17 reference statements)
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“…If electrical waves are passed between the transmitter and emitter, the working principle is the same but it would not be able to detect any pedestrian. 11,12 Another technique for obstacle detection mentioned in literature 21 is laser scanner for application in a Level Crossing area, which relies on the "the use of dense 3Dpoint clouds produced by a tilting 2D laser scanner". This system would not be dependent on light conditions and object appearance as it is relying on binocular vision.…”
Section: Obstacle Detection Sensorsmentioning
confidence: 99%
“…If electrical waves are passed between the transmitter and emitter, the working principle is the same but it would not be able to detect any pedestrian. 11,12 Another technique for obstacle detection mentioned in literature 21 is laser scanner for application in a Level Crossing area, which relies on the "the use of dense 3Dpoint clouds produced by a tilting 2D laser scanner". This system would not be dependent on light conditions and object appearance as it is relying on binocular vision.…”
Section: Obstacle Detection Sensorsmentioning
confidence: 99%
“…RLCs are critical points with a high number of accidents per year due to the intersection of rail and road infrastructure, and improving their safety is of key importance globally [ 5 , 7 , 15 , 16 , 17 ]. Together with tunnels and specific road black spots, railway level crossings have been identified as a particularly weak point in road infrastructure which seriously threatens road safety [ 18 , 19 , 20 , 21 ].…”
Section: Introductionmentioning
confidence: 99%
“…Amaral et al [ 21 ] studied laser-based obstacle detection at railway level crossings. They noted that detecting small obstacles (e.g., rocks ≈10 dm 3 ) on an RLC is an open problem.…”
Section: Introductionmentioning
confidence: 99%
“…A simple way is to check the socalled "clear path" of a signal between emitter and receiver, where foreign object partially or entirely interrupts the transmission. Advanced systems are using 2D [4] or even 3D [5] images of the level crossing using the static or tilting scanners. These systems provide information about the presence of even small objects at the area of interest.…”
Section: Introductionmentioning
confidence: 99%