Multi-scale fully convolutional network-based semantic segmentation for mobile robot navigation

TV Dang, NT Bui - Electronics, 2023 - mdpi.com
In computer vision and mobile robotics, autonomous navigation is crucial. It enables the
robot to navigate its environment, which consists primarily of obstacles and moving objects …

A camera and LiDAR data fusion method for railway object detection

W Zhangyu, Y Guizhen, W Xinkai… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Object detection on railway tracks, which is crucial for train operational safety, face
numerous challenges such as multiple types of objects and the complexity of train running …

Obstacle avoidance strategy for mobile robot based on monocular camera

TV Dang, NT Bui - Electronics, 2023 - mdpi.com
This research paper proposes a real-time obstacle avoidance strategy for mobile robots with
a monocular camera. The approach uses a binary semantic segmentation FCN-VGG-16 to …

Urban rail transit obstacle detection based on Improved R-CNN

D He, R Ren, K Li, Z Zou, R Ma, Y Qin, W Yang - Measurement, 2022 - Elsevier
Excellent active obstacle detection capability is critical to operate fully automatic trains safely
and reliably. There are some problems exist in the traditional sensor-based obstacle …

Automatic obstacle detection method for the train based on deep learning

Q Zhang, F Yan, W Song, R Wang, G Li - Sustainability, 2023 - mdpi.com
Automatic obstacle detection is of great significance for improving the safety of train
operation. However, the existing autonomous operation of trains mainly depends on the …

Railway intrusion detection based on refined spatial and temporal features for UAV surveillance scene

H Huang, G Zhao, Y Bo, J Yu, LD Liang, Y Yang, K Ou - Measurement, 2023 - Elsevier
Railway intrusion detection is important for the safety of the railway operation. However, how
to detect intruding events in the scene of unmanned aerial vehicle (UAV) surveillance is a …

IRDC-Net: Lightweight semantic segmentation network based on monocular camera for mobile robot navigation

TV Dang, DMC Tran, PX Tan - Sensors, 2023 - mdpi.com
Computer vision plays a significant role in mobile robot navigation due to the wealth of
information extracted from digital images. Mobile robots localize and move to the intended …

Enhanced few-shot learning for intrusion detection in railway video surveillance

X Gong, X Chen, Z Zhong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Video surveillance is gaining increasing popularity to assist in railway intrusion detection in
recent years. However, efficient and accurate intrusion detection remains a challenging …

FarNet: An attention-aggregation network for long-range rail track point cloud segmentation

Z Wang, G Yu, P Chen, B Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Rail track segmentation is key to environmental perception of autonomous train. However,
due to the complexity of railway track environment, critical issues such as the detection of rail …

Development and testing of a UWB-based vehicle-to-vehicle (V2V) ranging system for self-propelled rail vehicles

Z Wang, P Spasojevic, BW Schlake… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The vehicle-to-vehicle (V2V) distance ranging system is a critical component of
transportation automation, including the railroad industry. Although the mainline rail traffic is …