东北电力技术2025，Vol.46Issue(5)：14-17,48,5.
基于无人机多光谱图像的输电线路智能巡检方法
Intelligent Inspection Method of Transmission Lines Based on UAV Multi-Spectral Images
陈俊安 1夏云峰 1梁其帅1
作者信息
- 1. 海南电网有限责任公司输电运检分公司,海南 海口 570100
- 折叠
摘要
Abstract
Transmission lines usually span vast geographic areas and pass through a variety of geographic environments,including mountains,swamps,deserts,and so on.These complex environments can lead to problems such as weather changes,traffic restric-tions,flight safety and data collection difficulties.Therefore,an intelligent inspection method for transmission lines based on UAV multi-spectral images is proposed.The shape description operator is used to describe the characteristics of the transmission line inspec-tion target,and an innovative enhancement algorithm is designed for the weak target of the transmission line to enhance the inspection target.Based on this,attention mechanism is introduced to improve the traditional YOLOv3 algorithm and identify transmission line inspection targets.Experimental test results show that the multi-spectral image enhancement effect of transmission lines under the re-search method is better,and the inspection time is shorter.关键词
无人机多光谱图像/输电线路/智能巡检/YOLOv3算法Key words
UAV multi-spectral image/transmission lines/intelligent inspection/YOLOv3 algorithm分类
信息技术与安全科学引用本文复制引用
陈俊安,夏云峰,梁其帅..基于无人机多光谱图像的输电线路智能巡检方法[J].东北电力技术,2025,46(5):14-17,48,5.
