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A Layered Fingerprint Recognition Method

机译:分层指纹识别方法

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摘要

This thesis is on fingerprint recognition method and system, more in detail, the layered fingerprint recognition method and system to compare not only the minutiae or singular point, but also compare the images of detailed area for making prompt and accurate comparison of fingerprint. Since Edward R. Henry established the modern fingerprint approach in the recent days, the fingerprint has been applied in numerous fields. In particular, fingerprint is a powerful personal verification means that has been widely used for financial transactions, crime investigation and various security systems. The contents proposed in this thesis calculate the relativity between the minutiae and extract certain area for the standard on similar patterns in measuring the similarity that it provides effective identification on the consistency on fingerprint with similar minutiae and fingerprint with prompt and rotation in fabric. First, the singular point and the minutiae are compared to seek the similar pattern promptly, then compare with the image of certain area based on the singular point (core point or delta point) that more accurate fingerprint can be recognized by performing the matching processes in multi-stages. Through the experiment that applies this theory, we have confirmed that there is a great improvement of verification rate and erroneous recognition rate of other person's fingerprint.
机译:本文针对指纹识别方法和系统,更详细地介绍了分层指纹识别方法和系统,它不仅可以比较细节点或奇异点,还可以对细节区域的图像进行比较,以便对指纹进行及时,准确的比较。自爱德华·R·亨利(Edward R. Henry)于近日建立现代指纹方法以来,指纹已在许多领域中得到应用。特别地,指纹是一种强大的个人验证手段,已广泛用于金融交易,犯罪调查和各种安全系统。本文提出的内容计算了细节上的相关性,并在相似度测量中为相似图案提取了标准的特定区域,从而有效地识别了相似细节上的指纹一致性以及织物上快速旋转的指纹一致性。首先,比较奇异点和细节,以迅速找到相似的图案,然后根据奇异点(核心点或增量点)与特定区域的图像进行比较,通过执行以下匹配过程可以识别出更准确的指纹多阶段。通过应用该理论的实验,我们确认了对他人指纹的验证率和错误识别率有了很大的提高。

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