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煤矿调度室员工自动签到系统的设计

袁小平 陈羲梅 张明涛 姚万华

工矿自动化2012,Vol.38Issue(9):94-97,4.
工矿自动化2012,Vol.38Issue(9):94-97,4.

煤矿调度室员工自动签到系统的设计

Design of Automatic Sign-in System for Dispatch Room Staff of Coal Mine

袁小平 1陈羲梅 1张明涛 1姚万华1

作者信息

  • 1. 中国矿业大学信电学院,江苏徐州221116
  • 折叠

摘要

Abstract

For the problem of attendance information inaccuracy of regular attendance methods in coal mine like card punching method, an automatic sign-in system for dispatch room staff of coal mine was designed by use of face recognition technology, and the whole design scheme and face recognition algorithm of the system were introduced. The system firstly collects and pre-processes the face image, then detects face by use of Adaboost algorithm, and lastly recognizes the detected face through POEM + block PCA algorithm and nearest neighbor classifier. The system realizes functions of automatic sigh-in and attendance record of dispatch room staff of coal mine, which provides basis information for staff appraisal.

关键词

煤矿调度室/考勤/自动签到/人脸检测/人脸识别/POEM/分块PCA

Key words

dispatch room of coal mine/ attendance/ automatic sign-in/ face detection/ face recognition/ POEM/ block PCA

分类

矿业与冶金

引用本文复制引用

袁小平,陈羲梅,张明涛,姚万华..煤矿调度室员工自动签到系统的设计[J].工矿自动化,2012,38(9):94-97,4.

基金项目

徐州市科技发展基金项目(X2005F601-2) (X2005F601-2)

工矿自动化

OA北大核心CSTPCD

1671-251X

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