A Dynamic Circular Hough Transform Based Iris Segmentation

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dc.authoridSALEH, ABBADULLAH .H/0000-0003-3019-5833
dc.contributor.authorSaleh, Abbadullah . H.
dc.contributor.authorMenemencioglu, O. . Guzhan
dc.date.accessioned2024-09-29T15:50:52Z
dc.date.available2024-09-29T15:50:52Z
dc.date.issued2023
dc.departmentKarabük Üniversitesien_US
dc.description5th International Conference on Networks, Intelligent Systems and Security (NISS) -- MAR 30-31, 2022 -- Bandung, INDONESIAen_US
dc.description.abstractIris segmentation in the case of eye diseases is a very challenging task in the computer vision field. The current study introduces a novel iris segmentation method based on an adaptive illumination correction and a modified circular Hough transform algorithm. Some morphological operations are used to create the illumination correction function, while the pupil localization process is used to detect the Hough circle radius range to obtain the iris circle. Warsaw BioBase-Disease-Iris dataset V1.0 contains 684 images is used to verify the proposed methodology. The proposed approach results show that the true segmentation rate is 90.5%, and the main problem of iris segmentation is the absence of complete or part of the iris in some diseases like blindness, rubeosis, synechiae and retinal detachment.en_US
dc.identifier.doi10.1007/978-3-031-15191-0_2
dc.identifier.endpage20en_US
dc.identifier.isbn978-3-031-15191-0
dc.identifier.isbn978-3-031-15190-3
dc.identifier.issn2367-4512
dc.identifier.scopus2-s2.0-85137552103en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage9en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-031-15191-0_2
dc.identifier.urihttps://hdl.handle.net/20.500.14619/3776
dc.identifier.volume147en_US
dc.identifier.wosWOS:000894285000002en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer International Publishing Agen_US
dc.relation.ispartofEmerging Trends in Intelligent Systems & Network Securityen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectIris segmentationen_US
dc.subjectHough transformen_US
dc.subjectIllumination correctionen_US
dc.subjectIris diseaseen_US
dc.subjectImage processingen_US
dc.titleA Dynamic Circular Hough Transform Based Iris Segmentationen_US
dc.typeConference Objecten_US

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