文章基本信息

标题：An Efficient Clustering Technique for Reassignment of Isolated Regions
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作者：S. Kami Makki ; David A. Heitbrink, Xiaohua,Jia
期刊名称：International Journal of Computer Science and Network Security
印刷版ISSN：1738-7906
出版年度：2006
卷号：6
期号：10
页码：48-52
出版社：International Journal of Computer Science and Network Security
摘要：Fuzzy C-Means (FCM) clustering is a popular technique used in image segmentation and pattern recognition. However one of the main problems with FCM clustering is the lack of spatial context. That is FCM often fails with irregularly shaped clusters. This can lead to the creation of isolated regions; isolated regions are those regions that are not connected with the main body of the clusters. We propose a post-processing technique whereby these misclassified regions are identified and reassigned to their proper clusters
关键词：Classification, fuzzy cluster, video game, image processing, spatial access, Flooding Isolated Region Reassignment