Iris detection and recognition by image segmentation using K-means algorithm and artificial neural network

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dc.contributor.authorAlabdullah, Firas Yaqoob Yousif
dc.contributor.authorIbrahim, Abdullahi Abdu
dc.date.accessioned2021-05-15T12:49:34Z
dc.date.available2021-05-15T12:49:34Z
dc.date.issued2020
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Bilişim Teknolojileri Bölümüen_US
dc.description4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 -- 22 October 2020 through 24 October 2020 -- -- 165025
dc.description.abstractSegmentation is one of the most complex and time reliant steps in the Iris recognition process. Using the powerful and fast k-means algorithm alongside Neural Networks, this algorithm manages to isolate the Iris within the image of the eye, not only with high precision, but also with a great reduction in time and computational load our scheme is capable of deciding whether the extraction of characteristics after segmentation can be carried out. Thus, enhancing the IRIS recognition and can be extended to include other Biometrics © 2020 IEEE.en_US
dc.identifier.doi10.1109/ISMSIT50672.2020.9255002
dc.identifier.isbn9781728190907
dc.identifier.scopus2-s2.0-85097658383
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/ISMSIT50672.2020.9255002
dc.identifier.urihttps://hdl.handle.net/20.500.12939/1059
dc.indekslendigikaynakScopus
dc.institutionauthorIbrahim, Abdullahi Abdu
dc.institutionauthorAlabdullah, Firas Yaqoob Yousif
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBiometryen_US
dc.subjectIris Recognitionen_US
dc.subjectk-Meansen_US
dc.subjectNeural Networksen_US
dc.subjectOntological Reasoningen_US
dc.subjectSegmentationen_US
dc.titleIris detection and recognition by image segmentation using K-means algorithm and artificial neural network
dc.typeConference Object

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