Algorithm and Architecture of Fingerprint Mechanism – A Study

R. Anoosha, C. Moses
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Abstract

Biometric deals with identification and authentication of humans using biological characteristics. Identification of fingerprint is one of the oldest and common forms of biometrics. There are different ways of processing a fingerprint from input till its matching. One can use hardware and/or software in automatic fingerprint authentication system (AFAS) with some filters like Gaussian or Gabor filter. This paper compares various systems and algorithms approached and applied in the fingerprinting process. It is observed in these comparisons that a co-design of hardware and software with an anisotropic filter produces much efficient and faster results. Also, it can be concluded that for real-time applications FPGA platform is optimum because it is reconfigurable, low in cost, efficient in size and power.
指纹机制的算法与体系结构研究
生物计量学涉及利用生物特征对人类进行身份识别和认证。指纹识别是最古老、最常见的生物识别技术之一。从输入到匹配指纹有不同的处理方法。可以在自动指纹认证系统(AFAS)中使用硬件和/或软件,并使用高斯或Gabor滤波器等滤波器。本文比较了指纹识别过程中所采用的各种系统和算法。在这些比较中可以观察到,采用各向异性滤波器的硬件和软件协同设计可以产生更高效和更快的结果。此外,可以得出结论,对于实时应用,FPGA平台是最佳的,因为它具有可重构性,低成本,高效的尺寸和功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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