Finger-vein ROI localization and vein ridge enhancement

被引:135
|
作者
Yang, Jinfeng [1 ]
Shi, Yihua [1 ]
机构
[1] Civil Aviat Univ China, Tianjin Key Lab Adv Signal Proc, Tianjin, Peoples R China
关键词
Finger-vein; Biometrics; ROI localization; Gabor filter; Vein enhancement; GABOR FILTER; IMAGE; RESTORATION; EXTRACTION;
D O I
10.1016/j.patrec.2012.04.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Finger-vein based biometrics, as a new approach to personal identification, has received much attention in recent years. However, the poor visibility of finger-vein imageries is really not beneficial for deepening the understanding of finger-vein characteristics. Moreover, unreliable finger-vein region of interest (ROI) localization can also heavily degrade the performance of a finger-vein based recognition system in practical scenario. Hence, in this paper, we first introduces a new and robust approach for finger-vein ROI localization, and then proposes a new scheme for effectively improving the visibility of finger-vein imageries. Extensive experiments are finally conducted to validate the proposed method. (C) 2012 Elsevier B.V. All rights reserved.
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页码:1569 / 1579
页数:11
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