A review of vision-based on-board obstacle detection and distance estimation in railways

D Ristić-Durrant, M Franke, K Michels - Sensors, 2021 - mdpi.com
This paper provides a review of the literature on vision-based on-board obstacle detection
and distance estimation in railways. Environment perception is crucial for autonomous …

A review of applications of visual inspection technology based on image processing in the railway industry

S Liu, Q Wang, Y Luo - Transportation Safety and Environment, 2019 - academic.oup.com
In order to ensure the safety of railway transportation, it is necessary to regularly check for
faults and defects in the railway system. Visual inspection technology is conducive to …

Railway traffic object detection using differential feature fusion convolution neural network

T Ye, X Zhang, Y Zhang, J Liu - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Railway shunting accidents, in which trains collide with obstacles, often occur because of
human error or fatigue. It is therefore necessary to detect traffic objects in front of the trains …

Automated visual inspection of railroad tracks

E Resendiz, JM Hart, N Ahuja - IEEE transactions on intelligent …, 2013 - ieeexplore.ieee.org
Thousands of miles of railroad track must be inspected twice weekly by a human inspector to
maintain safety standards. A computer vision system, consisting of field-acquired video and …

RailNet: A segmentation network for railroad detection

Y Wang, L Wang, YH Hu, J Qiu - IEEE Access, 2019 - ieeexplore.ieee.org
Future trains will use more computer vision aids to help achieve fully autonomous driving.
One of the most important parts of the train's visual function is the detection of railroad …

Automated extraction of 3-D railway tracks from mobile laser scanning point clouds

B Yang, L Fang - IEEE Journal of Selected Topics in Applied …, 2014 - ieeexplore.ieee.org
The demand for automated railway tracks extraction is driven by the importance of
maintaining and updating the fundamental geographic data of railway tracks for railway …

[PDF][PDF] Crack detection in railway track using image processing

AR Rizvi, PR Khan, S Ahmad - International Journal of Advance …, 2017 - academia.edu
Computer vision can provide many potential advantages over manual methods of railway
track inspection. Great levels of performance can be achieved through the automation of …

[HTML][HTML] Automatic extraction of railroad centerlines from mobile laser scanning data

S Oude Elberink, K Khoshelham - Remote sensing, 2015 - mdpi.com
In this paper, we describe the automatic extraction of centerlines of railroads. Mobile Laser
Scanning systems are able to capture the 3D environment of the rail tracks with a high level …

A new approach for inspection of selected geometric parameters of a railway track using image-based point clouds

G Gabara, P Sawicki - Sensors, 2018 - mdpi.com
The paper presents the results of testing a proposed image-based point clouds measuring
method for geometric parameters determination of a railway track. The study was performed …

A fast algorithm for rail extraction using mobile laser scanning data

Y Lou, T Zhang, J Tang, W Song, Y Zhang, L Chen - Remote Sensing, 2018 - mdpi.com
Railroads companies conduct regular inspections of their tracks to maintain and update the
geographic data for railway management. Traditional railroad inspection methods, such as …