Fusion of finger-knuckle-print and finger vein recognition using random forest tree

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dc.contributor.authorChelaoua, Rachid
dc.contributor.authorMeraoumia, Abdallah
dc.date.accessioned2024-07-12T20:54:55Z
dc.date.available2024-07-12T20:54:55Z
dc.date.issued2019en_US
dc.departmentMaltepe Üniversitesi, İnsan ve Toplum Bilimleri Fakültesien_US
dc.description.abstractIn this paper, we propose an identification system using multimodal fusion of finger-knuckle-print (FKP) and finger vein (FV) network by adopting several techniques in different levels for multimodal fusion. Therefore, we are proposed the Image-Level fusion and Score-Level for the fusion of these two biological traits. Where, are created optimization multimodal system by enhancing this different levels fusion. In data mining, we are based on Discrete cosine Transform (2D-DCT) for features extraction, also we are invested to use Random Forest Tree (RFT) for classified and test these statistical features. Our proposed system is given best experimental results that reflect the robustness of system.en_US
dc.identifier.citationChelaoua, R. ve Meraoumia, A. (2019). Fusion of finger-knuckle-print and finger vein recognition using random forest tree. International Conference of Mathematical Sciences (ICMS 2019). s. 156.en_US
dc.identifier.endpage157en_US
dc.identifier.isbn978-605-2124-29-1
dc.identifier.startpage156en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12415/2827
dc.language.isoenen_US
dc.publisherMaltepe Üniversitesien_US
dc.relation.ispartofInternational Conference of Mathematical Sciences (ICMS 2019)en_US
dc.relation.publicationcategoryUluslararası Konferans Öğesi - Başka Kurum Yazarıen_US
dc.rightsCC0 1.0 Universal*
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.snmzKY01390
dc.subjectBiometricsen_US
dc.subjectFusionen_US
dc.subjectFKPen_US
dc.subjectFVen_US
dc.subjectROIen_US
dc.subjectDWTen_US
dc.subject2D-DCTen_US
dc.subjectRFTen_US
dc.subjectScore-levelen_US
dc.subjectImage-levelen_US
dc.titleFusion of finger-knuckle-print and finger vein recognition using random forest treeen_US
dc.typeArticle
dspace.entity.typePublication

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