Flooding isolated region reassignment

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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Detail(s)

Original languageEnglish
Title of host publication2006 IEEE International Conference on Granular Computing
Pages361-364
Publication statusPublished - 2006

Conference

Title2006 IEEE International Conference on Granular Computing
PlaceUnited States
CityAtlanta, GA
Period10 - 12 May 2006

Abstract

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. © 2006 IEEE.

Research Area(s)

  • Classification, Fuzzy cluster, Image processing, Spatial access, Video game

Citation Format(s)

Flooding isolated region reassignment. / Makki, Sam K.; Heitbrink, David A.; Jia, Xiaohua.

2006 IEEE International Conference on Granular Computing. 2006. p. 361-364 1635815.

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review