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基于红外图像的高压绝缘子串自动定位方法

胡淋波 姚建刚 孔维辉 邹品晶 付强 潘雪晴

红外技术Issue(12):1047-1051,5.
红外技术Issue(12):1047-1051,5.

基于红外图像的高压绝缘子串自动定位方法

High Voltage Insulator String Automatic Location Method Based on Infrared Image

胡淋波 1姚建刚 1孔维辉 1邹品晶 1付强 1潘雪晴1

作者信息

  • 1. 湖南大学电气与信息工程学院,湖南长沙 410082
  • 折叠

摘要

Abstract

Insulator string automatic location is an important premise of realizing the intelligent testing of the deteriorated insulator by infrared technology. Aiming at the characteristics of infrared image complex back-ground, this paper proposes an insulator string automatic location method based on gray threshold segmenta-tion and Hough transform. Firstly, the infrared image of insulator string is enhanced by gray level stretching based on Otsu threshold; the gray image open-operation is carried out to denoise the whole image; then gray Otsu threshold method is adopted to segment the image; after the binarization of the image, maximum con-nected region filtration method is carried to retrieve the region of insulator string; at last, Hough transform is used to do the image gradient correction ,achieving insulator string final automatic location. Experiment re-sults show that the proposed segmentation can retrieve the target fast and perfectly; the proposed location method can achieve insulator string location under complicated backgrounds automatically and accurately, and it lays a foundation for the intelligent testing of the deteriorated insulator by infrared technology.

关键词

绝缘子串/红外图像/图像增强/阀值分割/Hough变换/自动定位

Key words

insulator string/infrared image/image enhancement/threshold segmentation/Hough transform/automatic location

分类

信息技术与安全科学

引用本文复制引用

胡淋波,姚建刚,孔维辉,邹品晶,付强,潘雪晴..基于红外图像的高压绝缘子串自动定位方法[J].红外技术,2015,(12):1047-1051,5.

基金项目

江西省电力公司科技项目,编号赣电科201350617。 ()

红外技术

OA北大核心CSCDCSTPCD

1001-8891

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