Railway intrusion detection based on machine vision: A survey, challenges, and perspectives

Z Cao, Y Qin, L Jia, Z Xie, Y Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Railway intrusion seriously threatens railway safety and can cause enormous loss of life and
property. Therefore, railway intrusion detection is crucial for the safety of railway operation …

Local and global information in obstacle detection on railway tracks

M Brucker, A Cramariuc, C Von Einem… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Reliable obstacle detection on railways could help prevent collisions that result in injuries
and potentially damage or derail the train. Unfortunately, generic object detectors do not …

Research on railway obstacle detection method based on developed Euclidean clustering

J Qu, S Li, Y Li, L Liu - Electronics, 2023 - mdpi.com
To prevent the problem of safety accidents caused by the intrusion of obstacles into railway
clearance, this paper proposes an obstacle detection method based on Light Detection and …

High-precision low-cost gimballing platform for long-range railway obstacle detection

EH Assaf, C von Einem, C Cadena, R Siegwart… - Sensors, 2022 - mdpi.com
Increasing demand for rail transportation results in denser and more high-speed usage of
the existing railway network, making new and more advanced vehicle safety systems …

Towards holistic autonomous obstacle detection in railways by complementing of on-board vision with UAV-based object localization

M Franke, C Reddy, D Ristić-Durrant… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
This paper presents the two sub-systems of the first holistic system for autonomous obstacle
detection (OD) in railways, the on-board vision system and unmanned aerial vehicle (UAV) …

Multi camera localization handover based on YOLO object detection algorithm in complex environments

W Wu, J Lai - IEEE Access, 2024 - ieeexplore.ieee.org
With the development of computer vision, image processing, and other technologies, the
management of smart cities has been enhanced, and intelligent visual detection and …

Object-level data augmentation for deep learning-based obstacle detection in railways

M Franke, V Gopinath, D Ristić-Durrant, K Michels - Applied Sciences, 2022 - mdpi.com
This paper presents a novel method for generation of synthetic images of obstacles on and
near rail tracks over long-range distances. The main goal is to augment the dataset for …

Auditing of AI in railway technology–A European legal approach

D Gesmann-Nuissl, S Kunitz - Digital Society, 2022 - Springer
Artificial intelligence (AI) promises major gains in productivity, safety and convenience
through automation. Despite the associated euphoria, care needs to be taken to ensure that …

Key Point Estimate Network for Rail-Track Detection

S Yang, Z Wang, G Yu, W Liu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Rail-track detection is a crucial function for an active obstacle avoidance system in trains.
However, existing methods face challenges in effectively detecting rail-tracks, particularly in …

Security-Enhanced Data Sharing Scheme With Location Privacy Preservation for Internet of Vehicles

P Hu, X Chu, K Zuo, T Ni, D Xie, Z Shen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Data sharing plays an important role in assisting traffic management centers to obtain traffic
operation status and make accurate traffic decisions. However, there are still many security …