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Development of open-CV framework for minutiae Extraction and matching of fingerprints

机译:Open-CV框架用于细节提取和指纹匹配的开发

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Fingerprint Recognition is a vital method in biometric identification and verification of human beings in various domains like Security, Digital Forensics, Internet of Things (loT), and many more. Each individual human is having distinct fingerprint pattern than others, hence it is one of the most prominent and widely used method to distinguish individuals. Many research studies and solutions have been developed in biometric domain since a decade, which influences now in making the process of fingerprint recognition more optimized, faster and efficient. However, present fingerprint acquisition/recognition systems have some limitations, mainly longer computation time for fingerprint matching and evaluating the results. This paper presents a procedure for fingerprint matching that takes into account minutiae features in finger print images and the process of creating an OpenCV structure for minutiae extraction and matching of fingerprints.
机译:指纹识别是生物识别和验证人类在各种领域(如安全性,数字取证,物联网(loT)等)中的一种重要方法。每个人都具有与众不同的指纹模式,因此,它是区分个人的最著名和最广泛使用的方法之一。十年来,在生物识别领域已经进行了许多研究和解决方案,这对使指纹识别过程更优化,更快和更有效产生了影响。然而,当前的指纹采集/识别系统具有一些限制,主要是用于指纹匹配和评估结果的计算时间更长。本文介绍了一种指纹匹配过程,该过程考虑了指纹图像中的细节特征以及创建用于指纹细节提取和匹配的OpenCV结构的过程。

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