Development of power transmission line detection technology based on unmanned aerial vehicle image vision

B Xu, Y Zhao, T Wang, Q Chen - SN Applied Sciences, 2023 - Springer
The unmanned aerial vehicle (UAV) technology provides a new option for power
transmission line inspection. The cost of the UAV detection process is relatively low, and it is …

Inspection and identification of transmission line insulator breakdown based on deep learning using aerial images

MDF Ahmed, JC Mohanta, A Sanyal - Electric Power Systems Research, 2022 - Elsevier
The traditional methods of overhead power transmission line inspections are mostly
unsuited as the height of transmission towers is too high and wide. Detection and inspection …

无人机航拍图像语义分割研究综述.

程擎, 范满, 李彦冬, 赵远… - Journal of Computer …, 2021 - search.ebscohost.com
随着无人机技术的快速发展, 无人机在研究领域和工业应用方面受到了广泛的关注.
图像和视频是无人机感知周围环境的重要途径. 图像语义分割是计算机视觉领域的研究热点 …

Vision-based power line segmentation with an attention fusion network

L Yang, J Fan, S Xu, E Li, Y Liu - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Automatic power transmission line detection plays the key role in smart grid which has been
widely applied into the path planning and navigation of intelligent inspection platforms, such …

PLE-Net: Automatic power line extraction method using deep learning from aerial images

L Yang, J Fan, B Huo, E Li, Y Liu - Expert Systems with Applications, 2022 - Elsevier
Automatic power line extraction is a crucial task for the safe navigation of inspection robots.
Nevertheless, power lines are always against complicated natural backgrounds which bring …

A novel focal phi loss for power line segmentation with auxiliary classifier U-Net

R Jaffari, MA Hashmani, CC Reyes-Aldasoro - Sensors, 2021 - mdpi.com
The segmentation of power lines (PLs) from aerial images is a crucial task for the safe
navigation of unmanned aerial vehicles (UAVs) operating at low altitudes. Despite the …

Corner guided instance segmentation network for power lines and transmission towers detection

G Zhu, W Zhang, M Wang, J Wang, X Fang - Expert Systems with …, 2023 - Elsevier
Power lines (PLs) and transmission towers (TTs) detection from aerial images is the
prerequisite step for unmanned aerial vehicles (UAVs) navigation, path planning, and …

DRA-Net: A dual-branch residual attention network for pixelwise power line detection

L Yang, S Kong, J Deng, H Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The accurate extraction of transmission lines from unmanned aerial vehicle (UAV) aerial
photography is a necessary but challenging task for intelligent power inspection due to …

Multilevel attention imitation knowledge distillation for RGB-thermal transmission line detection

X Guo, W Zhou, T Liu - Expert Systems with Applications, 2025 - Elsevier
Transmission line detection (TLD) plays a crucial role in ensuring the safety and stability of
electricity supply. Applying RGB-thermal convolutional neural networks (CNNs) to …

Ple: Power line extraction algorithm for uav-based power inspection

F Shuang, X Chen, Y Li, Y Wang, N Miao… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Power line detection plays an important role in automatic power inspection systems based
on the vision sensor and unmanned aerial vehicle (UAV). The positioning of the power line …