A Detection Method for Transmission Line Insulators Based on an Improved FCM Algorithm
Abstract: An improved
segmentation Fuzzy C-Means algorithm (FCM) is proposed for the image recognition
of transmission line insulators. In this paper, the improved Wiener filter
algorithm is firstly used to filtrate and recover image in pre-processing. Then,
the insulator image is segmented based on the improved algorithm FCM. Finally,
the contour of insulator is labelled by using connected component labelling
algorithm. Experimental results have shown that the improved Wiener filtering
algorithm mayeffectively filter and recover the images; furthermore, the
improved FCM image segmentation algorithm may accurately segment insulators
from the image.
Author: BoWen Wang
Journal Code: jptkomputergg150072
