| 融合LLE与LDA特征的人脸识别方法 |
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| 引用本文： | 薛清福,李小丽,陈雅芳.融合LLE与LDA特征的人脸识别方法[J].电脑与信息技术,2010,18(3):5-8. |
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| 作者姓名： | 薛清福 李小丽 陈雅芳 |
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| 作者单位： | 1. 泉州医学高等专科学校,福建,泉州,362000
2. 泉州经贸职业技术学院,福建,泉州,362000 |
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| 摘 要： | 为更好提取识别的人脸特征，文章将非线性流形学习方法LLE提取的局部非线性特征与监督学习方法LDA提取的全局线性特征相结合，利用特征融合的思想，得出有利特征，进行人脸识别。经实验证明，该方法能显著提高人脸识别系统的性能。
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| 关 键 词： | 局部线性嵌入 线性识别分析 特征融合 人脸识别 |
Face Recognition of Fusing LLE and LDA |
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| XUE Qing-fu,LI Xiao-li,CHEN Ya-fang.Face Recognition of Fusing LLE and LDA[J].Computer and Information Technology,2010,18(3):5-8. |
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| Authors: | XUE Qing-fu LI Xiao-li CHEN Ya-fang |
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| Affiliation: | XUE Qing-fu1,LI Xiao-li2,CHEN Ya-fang1(1.Quanzhou Medical College,Quanzhou 362000 China,2.Quanzhou Economic and trade Vocational and Technical College,Quanzhou 362000,China) |
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| Abstract: | In order to extract the most favored facial feature for recognition,this paper proposed a method combines local features extracted by nonlinear manifold learning algorithm LLE and the global linear features extracted by LDA by making use of the idea of feature fuse to get the facial feature for recognition.The method has been proven to be able to improve the face recognition performance by experiences. |
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| Keywords: | LLE LDA feature fusion face recognition |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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