Enhancement of Finger Vein Images Using Gabor Filter

被引：0

作者：

Kocakulak, Mustafa ^{[1
]}

Acir, Nurettin ^{[2
]}

机构：

[1] Bursa Tekn Univ, Mekatronik Muhendisligi, Bursa, Turkey

[2] Bursa Tekn Univ, Elekt Elekt Muhendsiligi, Bursa, Turkey

来源：

2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2018年

关键词：

Gabor filter; region of interest (ROI); Koschmieder's Law; finger vein recognition; light scattering;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In 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.

引用

页数：4

共 14 条

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[13] Finger-Vein Segmentation Based on Multi-channel Even-symmetric Gabor Filters [J].

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Shi, Yihua .

2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 4, 2009, :500-503

[14]

Yin YL, 2011, LECT NOTES COMPUT SC, V7098, P260, DOI 10.1007/978-3-642-25449-9_33

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