基于LabVIEW和NI USRP的远程人脸识别系统设计与实现
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北京邮电大学泛网无线通信实验室,北京100876

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TN92

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Design and implementation of remote face recognition system based on LabVIEW and NI USRP
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Key Laboratory of Universal Wireless Communications, Beijing University of Post and Telecommunication, Beijing 100876, China

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    摘要:

    人脸识别作为身份识别领域的主要研究方向之一,在快速、准确、安全的身份识别应用中占有重要的地位。软件无线电技术由于其灵活性,近年来在无线通信领域的应用变得越来越广泛,将上述两种技术相结合,搭建远程人脸识别系统是未来身份识别的一个发展趋势。介绍了一种基于NI USRP硬件平台和LabVIEW软件平台的远程人脸识别系统的设计和实现。系统按照功能模块可以分为图像采集、人脸识别、无线通信3部分。该系统由一台主机和多台从机组成,从机通过摄像头采集人脸图像,利用NI USRP设备将数据经无线信道发送给主机;主机从相连的NI USRP接收从机数据,并在LabVIEW开发环境中进行数据处理和人脸识别,最后将识别到的身份信息反馈至从机。

    Abstract:

    As the main direction of the identification, face recognition plays an important role in this field. Due to its flexibility, the use of software defined radio is becoming more and wider in the field of wireless communication in recent years. Combining these two techniques, building a remote face recognition system is a trend of future identification. In this paper we introduce a remote face recognition system based on LabVIEW and NI USRP. This system consists of three parts. That is image capture, face recognition and wireless communication. One host and several slaves constitute this system. The slave capture picture of face and send it to host with NI USRP by wireless channel. The host receives data from NI USRP connecting with slave, and then processes data and recognizes the pictures. Finally, the identity information was sent to the slaves.

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谢轩.基于LabVIEW和NI USRP的远程人脸识别系统设计与实现[J].国外电子测量技术,2016,35(2):35-41

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  • 在线发布日期: 2016-03-16
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