Biometric Fusion for Palm-Vein-Based Recognition Systems

被引:5
|
作者
Piciucco, Emanuela [1 ]
Maiorana, Emanuele [1 ]
Campisi, Patrizio [1 ]
机构
[1] Rome Tre Univ, Dept Engn, Sect Appl Elect, Via Vito Volterra 62, I-00146 Rome, Italy
关键词
Biometrics; Palm vein recognition; Biometric fusion; EXTRACTION;
D O I
10.1007/978-3-319-67639-5_3
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we investigate the impact on performance of biometric fusion techniques for palm-vein-based recognition systems. In more detail, feature-level fusion, score-level fusion as well as decision-level fusion approaches are applied in a biometric system exploiting patterns of palm veins for user recognition, and both local binary pattern and local derivative pattern features for template generation. The obtained results show that a significant performance improvement can be achieved when the aforementioned feature extraction approaches are jointly taken into account, compared to the case where no biometric fusion is performed.
引用
收藏
页码:18 / 28
页数:11
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