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A NOVEL FACE RECOGNITION METHOD BASED ON LINEAR DISCRIMINANT ANALYSIS
一种新颖的基于LDA的人脸识别方法

Keywords: face recognition,linear discriminant analysis,discrete cosine transform,principal component analysis
人脸识别
,离散余弦变换,线性判别分析,主元分析,图像处理,模式识别,LDA

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Abstract:

A novel face recognition approach based on the DCT and the LDA is proposed. First the DCT is used for dimension reduction,then LDA transform is performed on the lower space to extract feature. The ORL face database and the SJTU IPPR face database are used to test our approach and the correct recognition rates of 97.5% and 92.6% are obtained respectively,which shows that our approach is comparable with other approaches.

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