指纹扫描仪中使用多种纹理特征的反欺骗技术

Emanuela Marasco, Carlo Sansone
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引用次数: 44

摘要

指纹验证系统可能会被用明胶或硅等廉价材料制作的假指纹所绕过。活体检测是一种有效的对抗攻击的方法。在最近的文献中,已经提出了不同的算法来检测活力的迹象。最便宜的技术是基于软件的,利用获取的指纹图像来提取静态或动态特征。在本文中,我们提出了一种新的基于软件的动态检测方案,该方案基于来自图像视觉纹理的静态特征。报告的结果表明,使用我们的特征有效地提高了2009年活体检测竞赛中提出的算法所达到的鉴别能力(活指纹和假指纹之间的鉴别能力)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An anti-spoofing technique using multiple textural features in fingerprint scanners
Fingerprint verification systems may be circumvented by fake fingerprints produced using inexpensive materials like gelatin or silicon. An efficient countermeasure against these attacks is given by liveness detection. In the recent literature, different algorithms for detecting signs of vitality have been proposed. The cheapest techniques are software-based and utilize acquired fingerprint images in order to extract static or dynamic characteristics. In this paper, we propose a novel software-based solution for liveness detection based on static features coming out from the visual texture of the image. The reported results show that the use of our features effectively improves the discriminative power (between live and fake fingerprints) achieved by the algorithms proposed during the Liveness Detection Competition 2009.
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