Face Classification via Sparse Approximation

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dc.authoridBattini Sonmez, Elena/0000-0003-0090-984X|Varlı, Songül/0000-0002-1786-6869
dc.authorwosidBattini Sonmez, Elena/AAZ-6358-2021
dc.authorwosidAlbayrak, Songül/G-5329-2011
dc.authorwosidVarlı, Songül/AAZ-4672-2020
dc.contributor.authorSonmez, Elena Battini
dc.contributor.authorSankur, Bulent
dc.contributor.authorAlbayrak, Songul
dc.date.accessioned2024-07-18T20:52:23Z
dc.date.available2024-07-18T20:52:23Z
dc.date.issued2011
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.descriptionCOST 2101 European Workshop on Biometrics and Identity Management (BioID) -- MAR 08-10, 2011 -- Brandenburg Univ Appl Sci, Brandenburg, GERMANYen_US
dc.description.abstractWe address the problem of 2D face classification under adverse conditions. Faces are difficult to recognize since they are highly variable due to such factors as illumination, expression, pose, occlusion and resolution. We investigate the potential of a method where the face recognition problem is cast as a sparse approximation. The sparse approximation provides a significant amount of robustness beneficial in mitigating various adverse effects. The study is conducted experimentally using the Extended Yale Face B database and the results are compared against the Fisher classifier benchmark.en_US
dc.description.sponsorshipCOST Action 2101,European Sci Fdn (ESF),Silke Reifgerste,Brandenburg Univ Appl Sci,Otto von Guericke Univ Magdeburgen_US
dc.identifier.endpage+en_US
dc.identifier.isbn978-3-642-19529-7
dc.identifier.issn0302-9743
dc.identifier.issn1611-3349
dc.identifier.scopus2-s2.0-79952942315en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage168en_US
dc.identifier.urihttps://hdl.handle.net/11411/8652
dc.identifier.volume6583en_US
dc.identifier.wosWOS:000296894100016en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer-Verlag Berlinen_US
dc.relation.ispartofBiometrics and Id Managementen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFace Classificationen_US
dc.subjectSparse Approximationen_US
dc.subjectFisher Classifieren_US
dc.subjectRecognitionen_US
dc.subjectRobusten_US
dc.subjectRepresentationen_US
dc.subjectIlluminationen_US
dc.titleFace Classification via Sparse Approximation
dc.typeConference Object

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