{"title":"Link and bottleneck link set functions and multiresolution structural clusters","authors":"B. Mirkin, I. Muchnik","doi":"10.1109/ISIC.1999.796655","DOIUrl":null,"url":null,"abstract":"A method for structural clustering is proposed based on information about entity-to-set interactions that can be easily collected in digitalized images. The method is based on the multiscale structure of the problem of maximization of a so-called bottleneck link function, which can be globally solved with a greedy-wise algorithm. Extension of the construction to clusters consisting of \"hard\" cores and dispersed \"shells\" is proposed.","PeriodicalId":300130,"journal":{"name":"Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems and Semiotics (Cat. No.99CH37014)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems and Semiotics (Cat. No.99CH37014)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIC.1999.796655","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
A method for structural clustering is proposed based on information about entity-to-set interactions that can be easily collected in digitalized images. The method is based on the multiscale structure of the problem of maximization of a so-called bottleneck link function, which can be globally solved with a greedy-wise algorithm. Extension of the construction to clusters consisting of "hard" cores and dispersed "shells" is proposed.
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