Ibrahim, Abdullahi AbduAlabdullah, Firas Yaqoob Yousif2022-07-072022-07-0720212021Alabdullah, Firas Yaqoob Yousif. (2021). Iris detection and recognition by image segmentation using K-Means algorithm and artificial neural network. (Yayınlanmamış yüksek lisans tezi). Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, İstanbul.https://hdl.handle.net/20.500.12939/2640Segmentation is one of the most time-consuming 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. Furthermore, this innovative scheme presents an ontology 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.eninfo:eu-repo/semantics/closedAccessBiometryIris RecognitionSegmentationK-Means Neural Network Ontological ReasoningMaster Thesis676388