arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1902.01400cs.CV
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基于核心点定位的部分指纹检测

Partial Fingerprint Detection Using Core Point Location

Technology Directorate NADRA(国家数据库和注册局技术局)

Wajih Ullah Baig, Adeel Ejaz, Umar Munir, Kashif Sardar

摘要:

在生物特征识别中,基于指纹的身份识别机制已被广泛接受。自动指纹识别/验证技术在许多民用和法医应用中被广泛采用。在法医学应用中,指纹通常是不完整的、破碎的、不清晰的或退化的,这被称为部分指纹。指纹识别/验证在很大程度上受到处理部分指纹的问题的困扰。本文提出了一种基于核心点定位的局部指纹检测方法。我们的技术是特别有用的,在采集阶段,以确定用户是否需要重新对齐手指,以确保一个完整的捕获的指纹区域。结果非常准确,如结果部分所示。

英文摘要:

In Biometric identification, fingerprints based identification has been the widely accepted mechanism. Automated fingerprints identification/verification techniques are widely adopted in many civilian and forensic applications. In forensic applications fingerprints are usually incomplete, broken, unclear or degraded which are known as partial fingerprints. Fingerprints identification/verification largely suffer from the problem of handling partial fingerprints. In this paper a novel and simple approach is presented for detecting partial fingerprints using core point location. Our techniques is particularly useful during the acquisition stage as to determine whether a user needs to re-align the finger to ensure a complete capture of fingerprint area.This technique is tested on FVC-2002 DB1A. The results are very accurate which are presented in the Results sections.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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