Enhancement of finger vein images using Gabor filter

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dc.contributor.authorKocakulak, Mustafa
dc.contributor.authorAcir, Nurettin
dc.date.accessioned2026-02-12T21:02:48Z
dc.date.available2026-02-12T21:02:48Z
dc.date.issued2018
dc.departmentBursa Teknik Üniversitesi
dc.description26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 -- 2018-05-02 through 2018-05-05 -- Izmir -- 137780
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. © 2018 IEEE.
dc.description.sponsorshipAselsan; et al.; Huawei; IEEE Signal Processing Society; IEEE Turkey Section; Netas
dc.identifier.doi10.1109/SIU.2018.8404535
dc.identifier.endpage4
dc.identifier.isbn9781538615010
dc.identifier.scopus2-s2.0-85050792158
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.1109/SIU.2018.8404535
dc.identifier.urihttps://hdl.handle.net/20.500.12885/6544
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.snmzKA_Scopus_20260212
dc.subjectFinger vein recognition
dc.subjectGabor filter
dc.subjectKoschmieder's Law
dc.subjectLight scattering
dc.subjectRegion of interest (ROI)
dc.titleEnhancement of finger vein images using Gabor filter
dc.title.alternativeGabor filtresi kullanarak parmak damari goruntulerinin iyileştirilmesi
dc.typeConference Object

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