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基于Hessian矩阵的高压线检测算法
Alternative TitleDetection algorithm of high-voltage line based on Hessian matrix
李文涛; 范慧杰; 李向军; 夏泳; 唐延东
Department机器人学研究室
Source Publication仪器仪表学报
ISSN0254-3087
2012
Volume33Issue:SPages:243-246
Indexed ByEI
EI Accession number20133316623843
Contribution Rank1
KeywordHessian矩阵 无人机 高压线检测
Abstract本文以无人机巡线检测为应用背景,提出了一种基于Hessian 矩阵的高压线检测方法。首先利用Hessian 矩阵的特征向量的方向提取线状目标的方向;然后利用区域增长的方法提取那些特征向量方向近似的点组成线段;最后利用统计方法从这些线段中提取线状目标,使得过该线状目标的线段最多最长。实验结果表明,该方法能够解决复杂背景下的高压线识别问题,检测精度和速度都能满足无人机巡线要求。
Other AbstractIn this paper, we present a detection algorithm of high-voltage line based on Hessian matrix for the application background of high-voltage line inspection of Unmanned Aerial Vehicle(UAV). Firstly, we extract the direction of linear object according to the eigenvector direction of Hessian matrix. Secondly, we extract the point of approximate eigenvector direction to compose the line segment using the region growing method. Finally extracting the linear object from these line segment using the statistical method to make the line segment most and longest along the linear object. The results of experiment show that our method can detect high-voltage line accurately and satisfy the requirement of UAV line inspection for precision and speed.
Language中文
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/10340
Collection机器人学研究室
Affiliation1.机器人学国家重点实验室 中国科学院沈阳自动化研究所
2.中国科学院研究生院
3.大连海洋大学
4.辽宁省电力有限公司本溪供电公司
Recommended Citation
GB/T 7714
李文涛,范慧杰,李向军,等. 基于Hessian矩阵的高压线检测算法[J]. 仪器仪表学报,2012,33(S):243-246.
APA 李文涛,范慧杰,李向军,夏泳,&唐延东.(2012).基于Hessian矩阵的高压线检测算法.仪器仪表学报,33(S),243-246.
MLA 李文涛,et al."基于Hessian矩阵的高压线检测算法".仪器仪表学报 33.S(2012):243-246.
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