摘要
针对疫情下企事业单位复工,学校开学返校和公共场所人员流动等情况,以及人员进出门禁时所需进行的身份信息登记,测温消毒等繁琐的防疫检测问题,研究了一种智能消毒及预警门禁系统.研究包括:智能消毒及预警门禁系统模型的构建;人脸及身份证信息的采集和智能识别;消毒杀菌的协同处理策略;人员身份数据的网络通信和云端存储.采用非接触式热成像摄像机采集人体体温信息;构建基于卷积神经网络的宽度学习系统模型对人脸特征进行识别;通过专家控制方式完成对人员状态的智能检测.提出了一种疫情下消毒预警门禁系统的设计方法.实验结果表明,该智能消毒及预警门禁系统可自动完成对出入人员的快速身份识别及检测消毒过程.
Due to the cumbersome epidemic detection such as identity information registration,temperature measurement and disinfection,which need to be carried out in the epidemic,such as business resumption,student return to school,personnel movement in public places,and personnel entry and exit access control,this work studies an intelligent disinfection and early warning access control system.The main research work is the construction of intelligent disinfection and early warning access control system models,the collection and intelligent identification of face and ID card information,the collaborative processing strategy of disinfection and sterilization,network communication of personnel identity data and cloud storage.In this work,a non-contact thermal imaging camera is used to collect human body temperature information,a broad learning system model based on convolutional neural network is constructed to recognize facial features,and intelligent detection of personnel status is completed through expert control,and proposed a design method of disinfection and early warning access control system under epidemic situation.The experimental results show that the intelligent disinfection and early warning access control system can automatically complete the rapid identification,detection and disinfection process of entry and exit personnel.
作者
王兴
宋琦
杨帆
程麓洁
WANG Xing;SONG Qi;YANG Fan;CHENG Lujie(College of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan 030024, China;College of Electronic Information Engineering, Taiyuan University of Science and Technology, Taiyuan 030024, China)
出处
《测试技术学报》
2020年第5期425-430,共6页
Journal of Test and Measurement Technology
基金
山西省重点研发计划资助项目(201903D121126)
太原科技大学校级大学生创新创业训练资助项目(XJ2020167)。
关键词
防疫消毒
智能门禁
人脸识别
体温检测
epidemic prevention disinfection
intelligent entrance guard
face recognition
body temperature detection
