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文章摘要
基于纹理对比度的复合绝缘子表面水珠区域检测算法
Composite Insulator Surface Droplet Area Detection Algorithm Based on Texture Contrast
Received:August 13, 2018
Revised:August 13, 2018
DOI：
中文关键词
:
水珠
灰度共生矩阵
对比度
英文关键词
:
water drops
GLCM
contrast
基金项目
:
三峡大学高层次人才科研启动基金(20161229)
Author Name
Affiliation
E-mail
WANG Shen-li
Maintenance Company
,
State Grid Hubei Electric Power Company Limited
185714155@qq.com
YAN Li-xiong
Maintenance Company
,
State Grid Hubei Electric Power Company Limited
1461175028@qq.com
DU Yong
Maintenance Company
,
State Grid Hubei Electric Power Company Limited
duyyf@163.com
LIU Xiao-hua
Maintenance Company
,
State Grid Hubei Electric Power Company Limited
liuxh0531@126.com
HOU Jin-hua
Maintenance Company
,
State Grid Hubei Electric Power Company Limited
frankhouwei@126.com
Qin Qiao
*
College of Electrical Engineering ＆ New Energy
,
China Three Gorges University
304552478@qq.com
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中文摘要
:
在复合绝缘子憎水性的喷水分级检测中,提取复合绝缘子表面的水珠信息是判断憎水性级别的关键。为了提高水珠信息提取的准确性,本文提出了一种基于纹理特征的水珠区域检测算法,并对影响因素进行了分析。该算法利用检测窗提取出各窗口中纹理对比度特征量,通过自适应的对比度最小方差法,判断检测窗中是否含有水珠边缘,从而识别出图像中的水珠区域。最后通过实验验证,该算法能够有效识别出复合绝缘子表面水珠区域。
英文摘要
:
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