Abnormal target detection method of transmission line flaw detection robot based on X-ray image feature segmentation algorithm

被引:0
作者
Wang, Fangfang [1 ]
Tan, Xinghua [1 ]
Chen, Ruibin [1 ]
Feng, Xin [1 ]
Sun, Peng [1 ]
机构
[1] Henan Star Detect Technol Co Ltd, Xuchang 461000, Henan, Peoples R China
来源
PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ARTIFICIAL INTELLIGENCE, PEAI 2024 | 2024年
关键词
X-ray image; Feature segmentation algorithm; Transmission line; Inspection robot; Abnormal target detection;
D O I
10.1145/3674225.3674321
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to improve the low success rate of abnormal target detection of transmission line inspection robot, an abnormal target detection method of transmission line inspection robot based on X-ray image feature segmentation algorithm is proposed. Establish the principle structure of X-ray image feature segmentation algorithm, and analyze the X-ray image feature segmentation algorithm; Locate the search node, establish the motion matrix of the transmission line inspection robot in the target area, determine the path planning evaluation function of the transmission line inspection robot, and realize the abnormal target detection of the transmission line inspection robot. The experimental results show that this method can accurately locate the abnormal target detection area of the transmission line flaw detection robot, and ensure the complete detection of all abnormal target detection points, and the position coordinates of these detection points are completely corresponding to the initial position coordinates, which has a higher detection success rate.
引用
收藏
页码:532 / 537
页数:6
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