An approach to hand biometrics in mobile devices

被引:4
|
作者
de Santos Sierra, Alberto [1 ]
Sanchez-Avila, Carmen [1 ]
Mendaza Ormaza, Aitor [2 ]
Guerra Casanova, Javier [1 ]
机构
[1] Univ Politecn Madrid, Grp Biometr Biosignals & Secur, Ctr Domot Integral, Madrid, Spain
[2] Univ Carlos III Madrid, Univ Grp Identificat Technol GUTI, Madrid, Spain
关键词
Contact-less hand biometrics; Mobile devices; Support vector machines; Security; Segmentation;
D O I
10.1007/s11760-011-0250-8
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
This paper focuses on hand biometrics applied to images acquired from a mobile device. The system offers the possibility of identifying individuals based on features extracted from hand pictures obtained with a low-quality camera embedded on a mobile device. Furthermore, the acquisitions have been carried out regardless illumination control, orientation, distance to camera, and similar aspects. In addition, the whole system has been tested with an owned database. Finally, the results obtained (6.0% +/- 0.2) and the algorithm structure are both promising in relation to a posterior mobile implementation.
引用
收藏
页码:469 / 475
页数:7
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