Fusing multi-biometrics authorization with PCA
文献类型：会议论文
| 作者 | Luan FJ(栾方军); Lin L(蔺蘭) |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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