Infrared machine vision and infrared thermography with deep learning: A review

Y He, B Deng, H Wang, L Cheng, K Zhou, S Cai… - Infrared physics & …, 2021 - Elsevier
Infrared imaging-based machine vision (IRMV) is the technology used to automatically
inspect, detect, and analyse infrared images (or videos) obtained by recording the intensity …

Infrared thermography‐based diagnostics on power equipment: State‐of‐the‐art

C Xia, M Ren, B Wang, M Dong, G Xu, J Xie… - High …, 2021 - Wiley Online Library
As a non‐contact temperature distribution measurement method, infrared thermography
(IRT) has emerged as an indispensable tool in condition monitoring and fault diagnosis of …

[HTML][HTML] Object detection from UAV thermal infrared images and videos using YOLO models

C Jiang, H Ren, X Ye, J Zhu, H Zeng, Y Nan… - International Journal of …, 2022 - Elsevier
Object detection is one of the most crucial tasks in computer vision and remote sensing to
identify specific categories of various objects in images. The unmanned aerial vehicle (UAV) …

Review of condition monitoring and defect inspection methods for composited cable terminals

S Li, B Cao, J Li, Y Cui, Y Kang, G Wu - High Voltage, 2023 - Wiley Online Library
Composited cable terminals are critical for reliable power delivery of traditional and traction
power supply systems. During its operation, the cable terminal continually undergoes …

[PDF][PDF] 基于改进YOLOv3 的电力设备红外目标检测模型

郑含博, 李金恒, 刘洋, 崔耀辉, 平原 - 电工技术学报, 2021 - dgjsxb.ces-transaction.com
[11] 孙曙光, 李勤, 杜太行, 等. 基于一维卷积神经网络的低压万能式断路器附件故障诊断[J].
电工技术学报, 2020, 35 (12): 2562-2573. Sun Shuguang, Li Qin, Du Taihang, et al. Fault …

Infrared image target detection of substation electrical equipment using an improved faster R-CNN

J Ou, J Wang, J Xue, J Wang, X Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Infrared camera can be used to monitor the condition of substation electrical equipment. Fast
and accurate target detection algorithm is the key for infrared intelligent on-line routing …

An improved CenterNet model for insulator defect detection using aerial imagery

H Xia, B Yang, Y Li, B Wang - Sensors, 2022 - mdpi.com
For the issue of low accuracy and poor real-time performance of insulator and defect
detection by an unmanned aerial vehicle (UAV) in the process of power inspection, an …

A method of insulator faults detection in aerial images for high-voltage transmission lines inspection

J Han, Z Yang, Q Zhang, C Chen, H Li, S Lai, G Hu… - Applied Sciences, 2019 - mdpi.com
Insulator faults detection is an important task for high-voltage transmission line inspection.
However, current methods often suffer from the lack of accuracy and robustness. Moreover …

A smart thermography camera and application in the diagnosis of electrical equipment

S Han, F Yang, H Jiang, G Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The thermography camera is widely used to inspect electrical equipment. The existing defect
assessment indicators are mainly the hot spot temperature and the relative temperature …

Infrared image detection of substation insulators using an improved fusion single shot multibox detector

H Zheng, Y Sun, X Liu, CLT Djike, J Li… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The thermographic diagnostic of substation insulators can facility to detect their insulation
status in time. However, the detection effect of infrared insulator images is usually poor due …