A review on rail defect detection systems based on wireless sensors
Small defects on the rails develop fast under the continuous load of passing trains, and this
may lead to train derailment and other disasters. In recent years, many types of wireless …
may lead to train derailment and other disasters. In recent years, many types of wireless …
Nondestructive testing technologies for rail inspection: A review
Alongside the development of high-speed rail, rail flaw detection is of great importance to
ensure railway safety, especially for improving the speed and load of the train. Several …
ensure railway safety, especially for improving the speed and load of the train. Several …
Swin-MFINet: Swin transformer based multi-feature integration network for detection of pixel-level surface defects
Automatic surface defect detection is critical for manufacturing industries, such as steel,
fabric, and marble industries. This study proposes a Swin transformer-based model called …
fabric, and marble industries. This study proposes a Swin transformer-based model called …
Research on real-time detection method of rail corrugation based on improved ShuffleNet V2
H Yang, J Liu, G Mei, D Yang, X Deng… - Engineering Applications of …, 2023 - Elsevier
Rail corrugation is a common wear mechanism of high-speed railways and subways, which
can cause derailment and running noise. However, rail corrugation only has slight texture …
can cause derailment and running noise. However, rail corrugation only has slight texture …
A lightweight framework for obstacle detection in the railway image based on fast region proposal and improved YOLO-tiny network
L Guan, L Jia, Z Xie, C Yin - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The operation of trains is substantially jeopardized by the presence of railway obstacles.
Recent research on vision-based railway obstacle detectors has emphasized using sizeable …
Recent research on vision-based railway obstacle detectors has emphasized using sizeable …
Automatic rail surface defect inspection using the pixelwise semantic segmentation model
Rail surface defect (RSD) is an important railroad track quality indicator and impacts the
overall track safety and ride quality. Railroads need to inspect and evaluate RSD conditions …
overall track safety and ride quality. Railroads need to inspect and evaluate RSD conditions …
A survey on audio-video based defect detection through deep learning in railway maintenance
Within Artificial Intelligence, Deep Learning (DL) represents a paradigm that has been
showing unprecedented performance in image and audio processing by supporting or even …
showing unprecedented performance in image and audio processing by supporting or even …
A study on railway surface defects detection based on machine vision
T Bai, J Gao, J Yang, D Yao - Entropy, 2021 - mdpi.com
The detection of rail surface defects is an important tool to ensure the safe operation of rail
transit. Due to the complex diversity of track surface defect features and the small size of the …
transit. Due to the complex diversity of track surface defect features and the small size of the …
Automated detection of railway defective fasteners based on YOLOv8-FAM and synthetic data using style transfer
Fastener damage detection is an integral component of track safety inspections. The lack of
balanced dataset caused by insufficient data on defective fasteners poses a significant …
balanced dataset caused by insufficient data on defective fasteners poses a significant …
A lightweight network for defect detection in nickel-plated punched steel strip images
Y Liang, J Li, J Zhu, R Du, X Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As a critical component of power battery, the quality of nickel-plated punched steel strip
(NPSS) is closely related to the performance of battery. In practice, however, the real-time …
(NPSS) is closely related to the performance of battery. In practice, however, the real-time …