Power spectrum-based fingerprint vitality detection

被引：44
|
作者：
Coli, Pietro [1 ]
Marcialis, Gian Luca [1 ]
Roli, Fabio [1 ]
机构：
[1] Univ Cagliari, Dept Elect & Elect Engn, Piazza Armi, I-09123 Cagliari, Italy
来源：
2007 IEEE WORKSHOP ON AUTOMATIC IDENTIFICATION ADVANCED TECHNOLOGIES, PROCEEDINGS | 2007年
关键词：
D O I：
10.1109/AUTOID.2007.380614
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Despite its importance, a few works have been proposed for fingerprint vitality detection. In this paper we propose a novel feature for detecting the "liveness" of finger-print images. This feature is derived from the image power spectrum, and point out the difference between "live" and "fake" images in terms of high frequency information loss. Preliminary results on a large data set show the effectiveness of the proposed measure.
引用
收藏
页码：169 / +
页数：3
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