DocumentCode
3093148
Title
Application of an improved watershed algorithm in the insulator contamination monitoring
Author
Xia, Zhonglin ; Hu, Danfeng ; Hu, Xueyan ; Xie, Wei ; Yuan, Zhiyong ; Qin, Qianqing
Author_Institution
Sch. of Comput., Wuhan Univ., Wuhan, China
Volume
2
fYear
2011
fDate
8-9 Sept. 2011
Firstpage
153
Lastpage
156
Abstract
The contamination of insulator is a big threat to the power system safety. An improved watershed algorithm based on image processing technology is introduced in this paper. This algorithm can be used to obtain the size of contamination area of the insulator, and the main steps are as follows. Firstly, segment the insulator image with watershed algorithm, and then the region growing algorithm is used to process the segmented image, which can guarantee the segmentation effectiveness and reduce the number of segmented regions so as to enhance the segmentation results of the insulator image. Experimental results show that the insulator surface contamination can be accurately monitored by this improved watershed algorithm.
Keywords
electrical safety; image segmentation; insulator contamination; image processing technology; image segmentation; improved watershed algorithm; insulator contamination monitoring; insulator surface contamination; power system safety; region growing algorithm; Algorithm design and analysis; Color; Contamination; Image color analysis; Image segmentation; Insulators; Merging; contamination area; insulator; watershed algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering and Automation Conference (PEAM), 2011 IEEE
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9691-4
Type
conf
DOI
10.1109/PEAM.2011.6134929
Filename
6134929
Link To Document