| 朱洪浩,姚保峰,马金金.基于XML与人脸识别的智能小区门禁管理系统设计[J].井冈山大学自然版,2018,(6):33-38 |
| 基于XML与人脸识别的智能小区门禁管理系统设计 |
| INTELLIGENT COMMUNITY ENTRANCE GUARD MANAGEMENT SYSTEM BASED ON XML AND FACE RECOGNITION |
| 投稿时间：2018-09-10 修订日期：2018-10-28 |
| DOI：10.3969/j.issn.1674-8085.2018.06.006 |
| 中文关键词: 门禁管理系统 人脸图像识别 XML结构 直方图均衡化 Haar特征检测 图像灰度 |
| 英文关键词: access control management system face image recognition XML structure histogram equalization Haar feature detection image gray level |
| 基金项目:安徽省高校自然科学研究一般项目（113052015KJ05）；安徽省自然科学研究重点项目（KJ2016A456，KJ2014A150） |
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| 中文摘要: |
| 为实现小区的智能化人性化管理，设计了一套基于XML与人脸识别的智能小区门禁管理系统。首先，集成网络摄像头和数据分析工作站，组成系统硬件平台；嵌入人脸识别算法和XML结构化数据，构建了智能小区门禁管理系统。然后，结合图像灰度处理、直方图均衡化和haar特征检测，设计了人脸图像识别算子，实现人脸有、无来访者身份确定。在Visiual Studio平台开发系统，对所提智能小区门禁管理系统进行了测试，输出结果表明：所提出的智能小区门禁管理系统，在人脸识别和系统智能性方面，都优于传统小区门禁管理系统。 |
| 英文摘要: |
| In order to realize the intelligent and humanized management of residential area, this paper designs an intelligent residential area entrance guard management system based on XML and face recognition. Firstly, the system hardware platform is constructed by integrating webcam and data analysis workstation, embedding face recognition algorithm and XML structured data to construct the intelligent community entrance guard management system architecture. Then, a face recognition operator is designed, which combines image gray processing, histogram equalization and Haar feature detection to realize the identification of visitors and the presence of faces. The intelligent community entrance guard management system is tested in the Visual Studio platform development system. The results show that the intelligent community entrance guard management system proposed in this paper is superior to the traditional community entrance guard management system in face recognition and system intelligence. |
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