Edge projections for eye localization

Simple item page
buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.citation.epage047007-1en_US
dc.citation.issueNumber4en_US
dc.citation.spage047007-6en_US
dc.citation.volumeNumber47en_US
dc.contributor.authorTurkan, M.en_US
dc.contributor.authorPardas, M.en_US
dc.contributor.authorÇetin, A. Enisen_US
dc.date.accessioned2016-02-08T10:06:37Z
dc.date.available2016-02-08T10:06:37Z
dc.date.issued2008en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.description.abstractAn algorithm for human-eye localization in images is presented for faces with frontal pose and upright orientation. A given face region is filtered by a highpass wavelet-transform filter. In this way, edges of the region are highlighted, and a caricature-like representation is obtained. Candidate points for each eye are detected after analyzing horizontal projections and profiles of edge regions in the highpass-filtered image. All the candidate points are then classified using a support vector machine. 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 image-processing applications.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T10:06:37Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2008en
dc.identifier.doi10.1117/1.2902437en_US
dc.identifier.eissn1560-2303
dc.identifier.issn0091-3286
dc.identifier.urihttp://hdl.handle.net/11693/22929
dc.language.isoEnglishen_US
dc.publisherSPIE - International Society for Optical Engineeringen_US
dc.relation.isversionofhttps://doi.org/10.1117/1.2902437en_US
dc.source.titleOptical Engineeringen_US
dc.subjectEye localizationen_US
dc.subjectFace detectionen_US
dc.subjectWavelet transformen_US
dc.subjectEdge projectionsen_US
dc.subjectSupport-vector machinesen_US
dc.titleEdge projections for eye localizationen_US
dc.typeArticleen_US

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Edge projections for eye localization.pdf
Size:
367.61 KB
Format:
Adobe Portable Document Format
Description:
Full printable version
Download

Collections

Department of Electrical and Electronics Engineering