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College of Engineering(공과대학)School of Electrical Engineering(전기및전자공학부)EE-Journal Papers(저널논문)

A decision-boundary-oriented feature selection method and its application to face recognition

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dc.contributor.authorPark, Jae Heeko
dc.contributor.authorKim, Seong-Daeko
dc.contributor.authorKim, Wook-Joongko
dc.date.accessioned2013-03-12T01:07:01Z-
dc.date.available2013-03-12T01:07:01Z-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.issued2009-10-
dc.identifier.citationPATTERN RECOGNITION LETTERS, v.30, no.13, pp.1166 - 1174-
dc.identifier.issn0167-8655-
dc.identifier.urihttp://hdl.handle.net/10203/100909-
dc.description.abstractA novel feature selection scheme is proposed. We construct a piecewise linear decision boundary, and find a feature sub-space suitable to the constructed boundary. Experimental results show that the proposed scheme outperforms conventional algorithms from the viewpoint of recognition accuracy. (C) 2009 Elsevier B.V. All rights reserved.-
dc.languageEnglish-
dc.publisherELSEVIER SCIENCE BV-
dc.subjectNONPARAMETRIC DISCRIMINANT-ANALYSIS-
dc.subjectEXPRESSION RECOGNITION-
dc.subjectLINEAR DISCRIMINANT-
dc.subjectFEATURE-EXTRACTION-
dc.subjectCLASSIFICATION-
dc.subjectEIGENFACES-
dc.subjectPROJECTION-
dc.subjectFRAMEWORK-
dc.subjectLDA-
dc.titleA decision-boundary-oriented feature selection method and its application to face recognition-
dc.typeArticle-
dc.identifier.wosid000269943800002-
dc.identifier.scopusid2-s2.0-68149163576-
dc.type.rimsART-
dc.citation.volume30-
dc.citation.issue13-
dc.citation.beginningpage1166-
dc.citation.endingpage1174-
dc.citation.publicationnamePATTERN RECOGNITION LETTERS-
dc.identifier.doi10.1016/j.patrec.2009.05.018-
dc.contributor.localauthorKim, Seong-Dae-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorPiecewise linear decision boundary-
dc.subject.keywordAuthorFace recognition-
dc.subject.keywordAuthorLinear discriminant analysis-
dc.subject.keywordAuthorElemental direction preserving discriminant analysis-
dc.subject.keywordPlusNONPARAMETRIC DISCRIMINANT-ANALYSIS-
dc.subject.keywordPlusEXPRESSION RECOGNITION-
dc.subject.keywordPlusLINEAR DISCRIMINANT-
dc.subject.keywordPlusFEATURE-EXTRACTION-
dc.subject.keywordPlusCLASSIFICATION-
dc.subject.keywordPlusEIGENFACES-
dc.subject.keywordPlusPROJECTION-
dc.subject.keywordPlusFRAMEWORK-
dc.subject.keywordPlusLDA-
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EE-Journal Papers(저널논문)
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