节点文献
基于人脸识别的流动人口信息采集系统设计与实现
Design and Implementation of Mobile Population Information Collection System Based on Face Recognition
【作者】 张诚;
【导师】 赵小敏;
【作者基本信息】 浙江工业大学 , 计算机技术(专业学位), 2019, 硕士
【摘要】 随着城市化建设的不断加快,城镇流动人口也不断增多,这给城市安全管理带来了更多的挑战。如何加强流动人口的管理,建立统一的流动人口信息数据库,实时采集流动人口在办理各项事务过程中的基本信息和人脸照片,刻画流动人口的活动轨迹,为后续案件的侦查提供基础数据,成为公安部门对流动人口管理亟待解决的问题。针对流动人口管理难等问题,本文采用人脸识别技术设计并实现一套流动人口信息采集系统。本文的主要工作包括:(1)首先介绍了目前流动人口管理的现状和缺点,确立了本文的研究目的,并对基于人脸识别的流动人口信息采集系统进行需求分析和设计。(2)采用SSM框架开发实现了基于人脸识别的流动人口信息采集系统,包括系统前端、内网后台系统和外网后台系统等。系统前端包括PC端人证比对、人证比对APP和人证比对一体机;内网后台系统包括基础数据管理、人口信息查询管理、黑名单管理、采集点管理、数据统计和系统日志等功能;外网后台管理包括基础数据管理和手机端用户管理等功能。利用基于人脸识别的流动人口信息采集系统,可建立统一的流动人口人像信息数据库,采集流动人口在办理各项事项过程中的人脸照片,可以对重点人群进行实时布控,从而提高公安机关在动态环境下对流动人口的管理能力。
【Abstract】 With the acceleration of urbanization,the number of urban migrants is also increasing,which brings more challenges to urban safety management.How to strengthen the management of the floating population,establish a unified information database of the floating population,collect the basic information and face photos of the floating population in the process of handling various affairs in real time,depict the moving track of the floating population,and provide the basic data for the investigation of the follow-up cases has become an urgent problem for the public security departments in the management of the floating population.The question of deciding.Aiming at the difficulty of migrant population management,this paper designs and implements a migrant population acquisition system based on face recognition technology.The main work of this paper includes:(1)Firstly,this paper introduces the current situation and shortcomings of floating population management,establishes the purpose of this study,and analyzes and designs the requirements of the information acquisition system of floating population based on face recognition.(2)The SSM framework is used to develop a mobile population information collection system based on face recognition,including system front end,intranet back-end system and external network back-end system.The system front-end includes PC-side person-to-person comparison,person-to-person comparison APP and person-to-person comparison.The internal network back-end system includes basic data management,population information query management,blacklist management,collection point management,data statistics,and system log.Other functions;external network background management includes basic data management and mobile terminal user management.Using the information collection system of floating population based on face recognition,we can establish a unified database of floating population portrait information,collect the face photos of the floating population in the process of handling various matters,and control the key groups in real time,so as to improve the public security organs’ ability to manage the floating population in a dynamic environment.
【Key words】 Face recognition; information collection; human witness comparison; SSMframework;
- 【网络出版投稿人】 浙江工业大学 【网络出版年期】2022年 07期
- 【分类号】C924.2;TP391.41
- 【下载频次】25