Kee** railway tracks in good operational condition is one of the most important tasks for
railway owners. As a result, railway companies have to conduct track inspections …

This paper provides an overview of the applications of Convolutional Neural Networks
(CNN) in the railway maintenance industry. Our research covers specifically the subdomain …

Regular maintenance of the line is critical for safety in railway transportation, which
constitutes an important part of the transportation system. Due to the high error rate of …

This study proposes a deep learning-based method to detect foreign objects around the
railway line. It is important to make this determination with high accuracy for rail transport …

Railway turnouts are crucial components of railroad transportation, responsible for changing
the direction of trains. Turnouts can aid in train positioning systems based on railway …

The virtualization and automation of network functions will be key features of future high-
speed railway networks, which have to provide dependable, safe, and secure services. The …

Railway switches are vital for ensuring the safety of railroad transportation by managing the
transitions between different tracks. We propose a skip feature enhanced multi-source fusion …

Extracting essential information including the topological structure of rail-tracks, the position
of switches and their current state can increase safety by reducing human error, while also …

To lighten the workload of train drivers and enhance railway transportation safety, a novel
and intelligent method for railway turnout identification is investigated based on semantic …

Railway semantic segmentation is the task of highlighting rail blades in images taken from
the ego-view of the train. Solving this task allows for further image processing on the rails …