| 智能建筑中人脸识别与报警的应用 |
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| 引用本文： | 陈彪,吴成东,郑君刚.智能建筑中人脸识别与报警的应用[J].低压电器,2009(2):22-26. |
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| 作者姓名： | 陈彪 吴成东 郑君刚 |
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| 作者单位： | 1. 沈阳建筑大学理学院,辽宁,沈阳,110168
2. 沈阳建筑大学信息科学与控制学院,辽宁,沈阳,110168 |
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| 摘 要： | 提出一种改进后的应用于智能建筑门禁系统的人脸识别与报警的方法。阐述了人脸图像的预处理、数据压缩、分类器设计、安防报警的原理及实现过程。识别结果可与安防报警系统联动。实验数据表明，该方法的人脸识别效果和报警正确率有所提高。
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| 关 键 词： | 智能建筑 安防报警系统 数字监控系统 奇异值分解压缩 贝叶斯决策 RBF神经网络 人脸识别 |
Application of Face Recognition and Alarm in Intelligent Building |
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| CHEN Biao,WU Chengdong,ZHENG Jungang.Application of Face Recognition and Alarm in Intelligent Building[J].Low Voltage Apparatus,2009(2):22-26. |
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| Authors: | CHEN Biao WU Chengdong ZHENG Jungang |
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| Affiliation: | 1.School of Science;Shenyang Jianzhu University;Shenyang 110168;China;2.School of Information and Control Engineering;China |
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| Abstract: | An improved method of face recognition and alarm applied in access control system in intelligent building was presented.The theory and realization process of the pre-process of face image,data compression,design of classifier and safety alarm were discussed.The recognition result could be applied in safety alarm linkage system.The result of experiment showed that the method raised the accurate rate of face recognition effects and the accurate proportion of safety alarm. |
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| Keywords: | intelligent building safety alarm system digital monitoring system singular value decomposition compression Bayesian decision RBF neutral network face recognition |
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