Multimodal biometric authentication based on the fusion of finger vein and finger geometry

被引:18
|
作者
Kang, Byung Jun [1 ]
Park, Kang Ryoung [2 ]
机构
[1] Elect & Telecommun Res Inst, Taejon 205700, South Korea
[2] Dongguk Univ, Dept Elect Engn, Biometr Engn Res Ctr, Seoul 100715, South Korea
关键词
multimodal biometric recognition; finger vein; finger geometry;
D O I
10.1117/1.3212651
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We propose a new multimodal biometric recognition based on the fusion of finger vein and finger geometry. This research shows three novelties compared to previous works. First, this is the first approach to combine the finger vein and finger geometry information at the same time. Second, the proposed method includes a new finger geometry recognition based on the sequential deviation values of finger thickness extracted from a single finger. Third, we integrate finger vein and finger geometry by a score-level fusion method based on a support vector machine. Results show that recognition accuracy is significantly enhanced using the proposed method. (C) 2009 Society of Photo-Optical Instrumentation Engineers. [DOI: 10.1117/1.3212651]
引用
收藏
页数:3
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