Development of a enhanced ear recognition system for personal identification

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dc.contributor.authorAli, Bassam S.
dc.contributor.authorUçan, Osman Nuri
dc.contributor.authorBayat, Oğuz
dc.date.accessioned2021-05-15T12:41:17Z
dc.date.available2021-05-15T12:41:17Z
dc.date.issued2019
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Elektrik ve Bilgisayar Mühendisliği Bölümüen_US
dc.descriptionIEEE 5th International Conference for Convergence in Technology (I2CT) -- MAR 29-31, 2019 -- Pune, INDIA
dc.description.abstractThis paper examines the development of a Match Region Localization (MRL) Ear Recognition System (ERS). Captured ear images were pre-processed through cropping, and enhancement. The pre-processed ear images were segmented by MRL segmentation algorithm, where the pre-processed images were sub divided into 96 sub images. Principal features from the segmented ear were extracted and used for template generation. K-nearest Neighbour classifiers with Euclidean distance metrics were used for the classification. The developed ERS demonstrated a recognition accuracy of 96.00%. The developed system can be tested on other available public ear databases to allow for cross-database comparison. Moreover, the system can still be improved for further reduction of ERS.en_US
dc.description.sponsorshipIEEEen_US
dc.identifier.isbn978-1-5386-8075-9
dc.identifier.scopus2-s2.0-85083073792
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12939/779
dc.identifier.wosWOS:000560958400241
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorUçan, Osman Nuri
dc.institutionauthorBayat, Oğuz
dc.institutionauthorAli, Bassam S.
dc.language.isoen
dc.publisherIeeeen_US
dc.relation.ispartof2019 Ieee 5Th International Conference For Convergence in Technology (I2Ct)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectIdentityen_US
dc.subjectEaren_US
dc.subjectPCAen_US
dc.subjectERSen_US
dc.subjectHistogramen_US
dc.subjectSegmentationen_US
dc.subjectBiometricsen_US
dc.subjectAccuracyen_US
dc.titleDevelopment of a enhanced ear recognition system for personal identification
dc.typeConference Object

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WoS İndeksli Yayınlar Koleksiyonu
Bilgisayar Mühendisliği Bölümü Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu