An Improved MeanShift Insulator Image Segmentation Algorithm

被引：3

作者：

Ting, Fang ^{[1
]}

Zhao, YunBiao ^{[1
]}

Hu, Xingliu ^{[1
]}

Bing, Xia

机构：

[1] Anhui Univ Technol Maanshan Anhui Prov, Dept Elect & Informat, Anhui 243001, Peoples R China

来源：

ADVANCES IN CHEMICAL, MATERIAL AND METALLURGICAL ENGINEERING, PTS 1-5 | 2013年 / 634-638卷

关键词：

HIS; MeanShift; insulator; Hough;

D O I：

10.4028/www.scientific.net/AMR.634-638.3945

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

According to color characteristics of insulator,The paper is based on HSI model and Mean Shift algorithm in order to segmentation insulator images. It firstly introduces theory of mean shift algorithm, then explains morphological processing with edge detection algorithm to extract the insulator images contour. Last using Hough transform to obtain the segmentation results. Experiment indicates that VC6.0 combined with opencv simulation the proposed algorithm could effectively extract segmentation of insulator images provides the basis for follow-up determination of insulator faults.

引用

页码：3945 / 3949

页数：5