基于人脸识别和二维条码的嵌入式证书防伪系统

Jing Li, YanBing Zhang, Xiaoqi Lu, Long Xin
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引用次数: 0

摘要

为了更方便地识别证书的真伪,将人脸识别技术和二维条码技术相结合,开发了一种嵌入式证书防伪系统。该系统以Intel公司的Atom Z51处理器为平台,利用运动跟踪算法对USB摄像头采集到的人脸进行精确的检测和跟踪,然后通过HMM模型和基于小波的PCA模型提取人脸特征。同时,利用嵌入编码的方法对二维条码进行压缩后,将人脸特征信息存储在二维条码中,以解决数据占用空间大的问题;由于数字签名技术的存在,伪造证书可以有足够的证据来证明。实验结果表明,该系统将人脸信息、二维码和数字签名结合在一起,具有可用性好、安全性好、错误率低、拒签率低等优点,能够有效防止证书伪造,具有很好的应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Embedded System for Protecting Certificate against Forgery Based on Face Recognition and Two-Dimensional Barcode
A kind of Embedded System for Protecting Certificate Against Forgery is developed by combining with the Face Recognition and Two-Dimensional Barcode in order to help us identify the authenticity of certificate more easily. The system can accomplish the work of detecting and tracking the human face which is captured and collected by USB camera precisely with the help of motion tracking algorithm and then extract the facial features via HMM Model as well as PCA Model which is based on Wavelet with Atom Z51 processor from Intel as its platform. At the same time, the facial feature information will be stored in the Two-Dimensional Barcode after it is compressed with the method of embedded coding on purpose of resolving the problem of that the data occupy so much space; The forgery certificate can be indicated with enough proof because of Digital Signature Technology. It can be seen from the experimental results that the system can prevent certificate against forgery and has the good application value because it is armed with lots of advantages such as good usability, security, low error rate and reject rate by integrating face information, Two-Dimensional Barcode and digital signature together.
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