Human eye localization using edge projections

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buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.citation.epage415en_US
dc.citation.spage410en_US
dc.contributor.authorTürkan, Mehmeten_US
dc.contributor.authorPardas, M.en_US
dc.contributor.authorÇetin, A. Enisen_US
dc.coverage.spatialBarcelona, Spainen_US
dc.date.accessioned2016-02-08T11:41:15Z
dc.date.available2016-02-08T11:41:15Z
dc.date.issued2007en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionDate of Conference: 8 - 11 March 2007en_US
dc.descriptionConference Name: 2nd International Conference on Computer Vision Theory and Applications, VISAPP 2007en_US
dc.description.abstractIn this paper, a human eye localization algorithm in images and video is presented for faces with frontal pose and upright orientation. A given face region is filtered by a high-pass filter of a wavelet transform. In this way, edges of the region are highlighted, and a caricature-like representation is obtained. After analyzing horizontal projections and profiles of edge regions in the high-pass filtered image, the candidate points for each eye are detected. All the candidate points are then classified using a support vector machine based classifier. Locations of each eye are estimated according to the most probable ones among the candidate points. It is experimentally observed that our eye localization method provides promising results for both image and video processing applications.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T11:41:15Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2007en
dc.identifier.doi10.5220/0002055304100415en_US
dc.identifier.urihttp://hdl.handle.net/11693/26985en_US
dc.language.isoEnglishen_US
dc.publisherInstitute for Systems and Technologies of Information, Control and Communicationen_US
dc.relation.isversionofhttps://doi.org/10.5220/0002055304100415en_US
dc.source.titleProceedings of the 2nd International Conference on Computer Vision Theory and Applications, VISAPP 2007en_US
dc.subjectEye localizationen_US
dc.subjectFace detectionen_US
dc.subjectSupport vector machinesen_US
dc.subjectWavelet transformen_US
dc.subjectEdge projectionen_US
dc.subjectEdge regionen_US
dc.subjectEye detectionen_US
dc.subjectFace regionsen_US
dc.subjectFiltered imagesen_US
dc.subjectMultilayer neural networksen_US
dc.titleHuman eye localization using edge projectionsen_US
dc.typeConference Paperen_US

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