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 …
faults and defects in the railway system. Visual inspection technology is conducive to …
[HTML][HTML] Point cloud semantic segmentation of complex railway environments using deep learning
Safety of transportation networks is of utmost importance for our society. With the emergency
of digitalization, the railway sector is accelerating the automation in inventory and inspection …
of digitalization, the railway sector is accelerating the automation in inventory and inspection …
Data-driven optimization of railway maintenance for track geometry
Railway big data technologies are transforming the existing track inspection and
maintenance policy deployed for railroads in North America. This paper develops a data …
maintenance policy deployed for railroads in North America. This paper develops a data …
Develo** machine learning-based models for railway inspection
Smart railway maintenance is crucial to the safety and efficiency of railway operations.
Successful deployment of technologies such as condition-based monitoring and predictive …
Successful deployment of technologies such as condition-based monitoring and predictive …
Automatic creation of as-is building information model from single-track railway tunnel point clouds
YJ Cheng, WG Qiu, DY Duan - Automation in Construction, 2019 - Elsevier
The growing use of Building Information Model (BIM) is propelling an increase in demand for
creating or updating as-is models for existing tunnels. However, the geometric modeling can …
creating or updating as-is models for existing tunnels. However, the geometric modeling can …
Automated recognition of railroad infrastructure in rural areas from LiDAR data
M Arastounia - Remote Sensing, 2015 - mdpi.com
This study is aimed at develo** automated methods to recognize railroad infrastructure
from 3D LIDAR data. Railroad infrastructure includes rail tracks, contact cables, catenary …
from 3D LIDAR data. Railroad infrastructure includes rail tracks, contact cables, catenary …
[HTML][HTML] Multimodal deep learning for point cloud panoptic segmentation of railway environments
The demand for transportation asset digitalisation has significantly increased over the years.
For this purpose, mobile map** systems (MMSs) are among the most popular …
For this purpose, mobile map** systems (MMSs) are among the most popular …
Fully automated methodology for the delineation of railway lanes and the generation of IFC alignment models using 3D point cloud data
This work presents a fully automated methodology that, in a first step, is able to reliably
extract and delineate the position and geometry of the rails from three-dimensional (3D) …
extract and delineate the position and geometry of the rails from three-dimensional (3D) …
Mobile LiDAR system: New possibilities for the documentation and dissemination of large cultural heritage sites
P Rodríguez-Gonzálvez… - Remote Sensing, 2017 - mdpi.com
Mobile LiDAR System is an emerging technology that combines multiple sensors. Active
sensors, together with Inertial and Global Navigation System, are synchronized on a mobile …
sensors, together with Inertial and Global Navigation System, are synchronized on a mobile …
Point Cloud Analysis of Railway Infrastructure: A Systematic Literature Review
Digitalisation in railway networks harnesses digital technologies to optimise operations,
leading to enhanced efficiency, and reduced energy consumption. By analysing real-time …
leading to enhanced efficiency, and reduced energy consumption. By analysing real-time …