基于人脸识别的计算机实验室管理研究  

Research on Computer Lab Management Based on Face Recognition

作　　者：盛磊 张湘民 Sheng Lei;Zhang Xiangmin(Information Department,Community Health Service Center,Zhenru Town,Putuo District,Shanghai,Shanghai,China;General Manager Office,Shanghai Yuzhou Information Technology Co.,Ltd.,Shanghai,China)

机构地区：[1]上海普陀区真如镇街道社区卫生服务中心信息科,上海 [2]上海御舟信息技术有限公司总经办,上海

出　　处：《科学技术创新》2023年第9期97-100,共4页Scientific and Technological Innovation

摘　　要：采用现代信息化的计算机实验管理模式,通过电脑与生物识别技术相结合,利用每个人体所独有的部分进行身份识别,对实验室进行更加安全、高效的管理。基于人脸识别的计算机实验室管理系统的实际需求,进行分析设计,利用PCA(主成分分析方法)以及SVC分类器来对人脸图像进行分类识别,同时分析了网格搜索法改进非线性支持向量机SVC算法,进一步优化了算法在实验室管理领域中的应用。The use of modern information-based computerized laboratory management mode,through the combination of computer and biometric technology,using the unique part of each human body for identification,provide more secure and efficient management of the laboratory.The actual requirements of computer lab management system based on face recognition,analyze and design,study PCA(principal component analysis method)and SVC classifier to classify and recognize face images,and also analyze the grid search method to improve the nonlinear support vector machine SVC algorithm,that further optimizes the application of the algorithm in the field of laboratory management.

关 键 词：PCA SVC 人脸识别 Haar分类器 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]