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如何在城市安防系统中提升人脸识别准确性的探讨

How to Improve the Accuracy of Face Recognition in Urban Security System
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摘要 随着城市经济的迅猛发展以及城镇化脚步的逐渐加快,社会犯罪率也逐年增高,犯罪分子往往隐藏在人群之中,给案件的侦破带来很大的困扰,为了提高案件侦破率,人脸识别技术广泛被应用于安防领域。由于人脸识别技术受各种因素的影响很大,难以满足实际应用需求,提高人脸识别系统的准确率变得迫在眉睫。文章主要在工程层面和应用层面,探讨在不同的方式中提升人脸识别子系统的准确性,以此提高人脸识别子系统的使用效率,降低城市安保人员的工作量。 With the rapid development of urban economy and the accelerated pace of urbanization,the rate of social crime is also increasing year by year.Criminals are often hidden in the crowd,which brings great trouble to the detection of police cases.In order to improve the detection rate of the cases,face recognition technology is widely used in the security field.Face recognition technology is greatly influenced by various factors,so it is difficult to meet the practical application needs and urgent to improve the accuracy of face recognition system.This paper mainly discusses how to improve the accuracy of face recognition subsystem in different ways at the engineering level and application level.The workload of urban security personnel will be reduced through improving the efficiency of face recognition subsystem.
作者 韩建国 HAN Jian-guo(Xingtai City Public Security Bureau,Xingtai,Hebei 054035,China)
出处 《邢台职业技术学院学报》 2018年第5期96-99,共4页 Journal of Xingtai Polytechnic College
关键词 安防领域 人脸识别 准确率 工程层面 应用层面 security field face recognition accuracy engineering level application level
作者简介 韩建国(1978—),河北邢台人,国家一级安防系统设计评估师,邢台市公安局科技信息化处,高级工程师。
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