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VS-FCM:Validity-guided Spatial Fuzzy -Means Clustering for Image Segmentation
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | 강보영 | - |
| dc.contributor.author | 김대원 | - |
| dc.date.available | 2019-08-16T03:00:09Z | - |
| dc.date.issued | 2010-03 | - |
| dc.identifier.issn | 1598-2645 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/33782 | - |
| dc.description.abstract | In thispaperanewfuzzyclusteringapproachtothecolorclusteringproblemhasbeenproposed.Todealwiththe limitations ofthetraditionalFCMalgorithm,weproposeaspatialhomogeneity-basedFCMalgorithm.Moreover,the cluster validityindexisemployedtoautomaticallydeterminethenumberofclustersforagivenimage.Werefertothis method asVS-FCMalgorithm.Theeffectivenessoftheproposedmethodisdemonstratedthroughvariousclustering examples. | - |
| dc.format.extent | 5 | - |
| dc.language | 영어 | - |
| dc.language.iso | ENG | - |
| dc.publisher | 한국지능시스템학회 | - |
| dc.title | VS-FCM:Validity-guided Spatial Fuzzy -Means Clustering for Image Segmentation | - |
| dc.type | Article | - |
| dc.identifier.bibliographicCitation | International Journal of Fuzzy Logic and Intelligent systems, v.10, no.1, pp 89 - 93 | - |
| dc.identifier.kciid | ART001432903 | - |
| dc.description.isOpenAccess | N | - |
| dc.citation.endPage | 93 | - |
| dc.citation.number | 1 | - |
| dc.citation.startPage | 89 | - |
| dc.citation.title | International Journal of Fuzzy Logic and Intelligent systems | - |
| dc.citation.volume | 10 | - |
| dc.publisher.location | 대한민국 | - |
| dc.subject.keywordAuthor | Fuzzyclustering | - |
| dc.subject.keywordAuthor | Colorclustering | - |
| dc.subject.keywordAuthor | Fuzzyc-means | - |
| dc.description.journalRegisteredClass | kci | - |
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