大理大学学报 ›› 2024, Vol. 9 ›› Issue (12): 46-50.

• 数学与计算机科学 • 上一篇    下一篇

基于二维码和人脸识别的身份认证系统研究

  

  1. (1.安徽粮食工程职业学院现代教育技术中心,合肥 230011; 2.安徽粮食工程职业学院信息技术系,
    合肥 230011)
  • 收稿日期:2022-11-25 出版日期:2024-12-15 发布日期:2024-12-17
  • 作者简介:丰大程,讲师,主要从事教育信息化研究。
  • 基金资助:
    安徽省高等学校省级质量工程项目(2023jyxm1720);安徽省高校人文社会科学研究项目(2022AH053106)

Identity Authentication System Based on QR Code and Face Recognition

  1. (1. Modern Education Technology Center, Anhui Vocational College of Grain Engineering, Hefei 230011, China; 2. Department of
    Information Technology, Anhui Vocational College of Grain Engineering, Hefei 230011, China)
  • Received:2022-11-25 Online:2024-12-15 Published:2024-12-17

摘要: 为解决采用人工核对或RFID卡进行身份认证存在着人物身份信息泄露和证件伪造等问题,设计了一个基于二维码和
人脸识别的身份认证系统。该系统在人脸识别技术的基础上增加了二维码扫描技术。在注册阶段,系统会为每个个体生成一
个特定的二维码标识;在识别阶段,采用人脸扫描与二维码扫描结合的方式,在人脸图像库中找到对应的人脸图像。通过对
43位志愿者进行人脸识别测试,验证了系统的性能。结果表明,该系统的识别率达到了94.56%以上,不仅解决了RFID卡制造
成本高的问题,同时也降低了人物身份信息泄露以及证件伪造的概率。

关键词: 二维码, 人脸识别, 身份认证, 系统

Abstract: To solve the problems of identity information leakage and document forgery in traditional identity authentication methods using manual verification or RFID card, an identity authentication system based on QR code and face recognition is designed.This system adds QR code scanning technology on the basis of face recognition technology. In the registration stage, the system generates a
specific QR code identifier for each individual. In the recognition stage, face scanning and QR code scanning are combined to find the
corresponding face image in the face image database. The performance of the system is verified by conducting face recognition tests of 43 volunteers.The results shows that the recognition rate of the system is above 94.56%. This not only solves the problem of high
manufacturing cost of RFID cards, but also reduces the probability of identity information leakage and documents forgery.

Key words:  , QR code, face recognition, identity authentication, system

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