基于3D人脸识别的煤矿人员出入井唯一性识别装置设计  

Design of unique recognition device for coal mine personnel entering and exiting the well based on 3D facial recognition

作　　者：陈代伟 胡峰平 钱正峰 唐银 Chen Daiwei;Hu Fengping;Qian Zhengfeng;Tang Yin(Zhenjiang Zhongmei Electronics Co.,Ltd.,Zhenjiang 212034,China)

机构地区：[1]镇江中煤电子有限公司,江苏镇江212034

出　　处：《煤炭科技》2024年第4期116-120,共5页Coal Science & Technology Magazine

基　　金：江苏省企业院士工作站项目(BM2023102)。

摘　　要：针对以往煤矿人员定位系统唯一性、检测功能单一、漏检率高、识别效率低等管理缺陷问题,提出了一种基于3D人脸识别和UWB精确定位技术相融合的煤矿人员唯一性识别装置设计方案,通过软件程序设置的关联特性,实现了3D人脸识别、定位卡检测、酒精浓度和体温测试、声光语音报警、闸机控制、远程数字通信等功能,提高了对出入井人员身份识别和唯一性管理水平,从而准确监测煤矿作业人员的出勤情况,为智慧矿山建设起到积极的推动作用。A design scheme for a unique identification device for coal mine personnel based on the integration of 3D facial recognition and UWB precise positioning technology is proposed to address the management deficiencies of previous coal mine personnel positioning systems,such as uniqueness,single detection function,high missed detection rate,and low recognition efficiency.Through the association characteristics set by software programs,the device realizes functions such as 3D facial recognition,positioning card detection,alcohol concentration and temperature testing,sound and light voice alarm,gate control,remote digital communication,etc.,improving the level of identity recognition and uniqueness management for personnel entering and exiting the well,accurately monitoring the attendance of coal mine operators,and playing a positive role in promoting the construction of smart mines.

关 键 词：3D人脸识别 唯一性检测 智慧矿山 UWB精确定位 出入井管理 身份识别 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术]