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题名: Fusing multi-biometrics authorization with PCA
作者: Luan FJ(栾方军) ; Lin L(蔺蘭)
作者部门: 机器人学研究室
会议名称: 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
会议日期: October 15-17, 2011
会议地点: Shanghai, China
会议录: Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
会议录出版者: IEEE Computer Society
会议录出版地: Piscataway, USA
出版日期: 2011
页码: 757-761
收录类别: EI
ISBN号: 9781424493524
关键词: Authentication ; Biomedical engineering ; Face recognition ; Information science
摘要: The recognition based on Fusing Multi-Biometrics is a hot point in authentications. A new method fusing multi-biometric features base on PCA is proposed in this paper. At first, the features are extracted from the voice, face images and online handwritings of one person. Then, three features are fused by the means of PCA method. Finally, the authorization is implemented through classification by minimizing the Euclidean distance of different people. The dataset we built includes the voice, face image and online handwritings of 20 volunteers. Our method performs much better on this dataset when the EER (Equal Error Rate) is 1%. 
产权排序: 2
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/10517
Appears in Collections:机器人学研究室_会议论文

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