工矿自动化2011，Vol.37Issue(11)：60-62,3.DOI:32-1627/TP.20111102.1610.018
选煤厂智能视频监控中的运动人体目标检测方法
Detecting Method of Moving Human in Intelligent Video Monitoring of Coal Preparation Plant
张圣强 1王建军 1丁蕾2
作者信息
- 1. 大屯煤电(集团)有限责任公司,江苏徐州 221611
- 2. 中国矿业大学信电学院,江苏徐州 221008
- 折叠
摘要
Abstract
Manual surveillance method of digital video monitoring system may lead to fatigue failure. The paper proposed a detecting method of moving human in coal preparation plant. The method uses background subtraction method to separate moving targets, uses Gaussian mixture model for background modeling, and continuously updates the background model to improve accuracy of motion detection. On the basis of accurate detection of moving targets, the method would detect and mark the human target combined with body shape information. Experimental results showed the method can accurately segment some targets of moving human, and meet with real-time requirements. But the method cannot segment some obscure or connected targets of moving human which needs further studying.关键词
选煤厂/智能视频监控/人体检测/运动分割/混合高斯模型Key words
coal preparation plant/intelligent video monitoring/human detection/motion segmentation/Gaussian mixture model分类
矿业与冶金引用本文复制引用
张圣强,王建军,丁蕾..选煤厂智能视频监控中的运动人体目标检测方法[J].工矿自动化,2011,37(11):60-62,3.
