Enhancement of Finger Vein Images Using Gabor Filter

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dc.authorid0000-0001-7036-1723en_US
dc.contributor.authorKocakulak, Mustafa
dc.contributor.authorAcır, Nurettin
dc.date.accessioned2021-03-20T20:13:35Z
dc.date.available2021-03-20T20:13:35Z
dc.date.issued2018
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Mekatronik Mühendisliği Bölümüen_US
dc.description26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEYen_US
dc.description.abstractIn this study, rather than locating a fixed region of interest directly on finger vein images, spatial filtering is applied and a texture-based edge detection method is used to give stable results. Koschmieder's Law, which eliminates the scattering effect of light on these images, is applied to the designated region of interest through white balancing process. After this step, Gabor filter bank was created in different scales and orientations. These bank elements were convolved with various images and Gabor filter application was completed. In this study, by applying Gabor filter to the images enhanced by Koschmieder's Law, it is verified that the biometric information extraction of a person is facilitated.en_US
dc.description.sponsorshipIEEE, Huawei, Aselsan, NETAS, IEEE Turkey Sect, IEEE Signal Proc Soc, IEEE Commun Soc, ViSRATEK, Adresgezgini, Rohde & Schwarz, Integrated Syst & Syst Design, Atilim Univ, Havelsan, Izmir Katip Celebi Univen_US
dc.identifier.isbn978-1-5386-1501-0
dc.identifier.issn2165-0608
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/20.500.12885/899
dc.identifier.wosWOS:000511448500388en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorKocakulak, Mustafa
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 26Th Signal Processing And Communications Applications Conference (Siu)en_US
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGabor filteren_US
dc.subjectregion of interest (ROI)en_US
dc.subjectKoschmieder's Lawen_US
dc.subjectfinger vein recognitionen_US
dc.subjectlight scatteringen_US
dc.titleEnhancement of Finger Vein Images Using Gabor Filteren_US
dc.typeConference Objecten_US

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Elektrik Elektronik Mühendisliği Bölümü Yayın Koleksiyonu
Mekatronik Mühendisliği Bölümü Yayın Koleksiyonu
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