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Fusing multi-biometrics authorization with PCA
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
会议录名称Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011
出版者IEEE Computer Society
出版地Piscataway, USA
2011
页码757-761
收录类别EI
EI收录号20120314690607
产权排序2
ISBN号978-1-4244-9352-4
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%. 

语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/10517
专题机器人学研究室
作者单位1.Information and Control Engineering Faculty, ShenYang Jianzhu University, Shenyang, China
2.State Key Lab of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
3.Graduate School, Chinese Academy of Sciences, Shenyang, China
推荐引用方式
GB/T 7714
Luan FJ,Lin L. Fusing multi-biometrics authorization with PCA[C]. Piscataway, USA:IEEE Computer Society,2011:757-761.
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