Fusing multi-biometrics authorization with PCA
Luan FJ(栾方军); Lin L(蔺蘭)
2011
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
关键词Authentication Biomedical engineering Face recognition Information science
页码757-761
中文摘要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%. 
收录类别EI
产权排序2
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
语种英语
ISBN号978-1-4244-9352-4
内容类型会议论文
源URL[http://ir.sia.cn/handle/173321/10517]  
专题沈阳自动化研究所_机器人学研究室
推荐引用方式
GB/T 7714
Luan FJ,Lin L. Fusing multi-biometrics authorization with PCA[C]. 见:2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011. Shanghai, China. October 15-17, 2011.
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