A theoretical result of a support vector machine formulation to LDA

Xiaojun Wu, Shitong Wang, J. Kittler, K. Messer, Jing-yu Yang
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Abstract

In this paper, we first propose a method to transform from LDA to PCA with the discriminative information embedded in a whitening transformation, and then we propose a simple support vector machine formulation to LDA. The results of experiments of face recognition conducted on ORL database show the effectiveness of the proposed method.
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LDA的支持向量机公式的理论结果
本文首先提出了一种将判别信息嵌入到白化变换中的LDA转换为PCA的方法,然后提出了一种简单的LDA支持向量机公式。在ORL数据库上进行的人脸识别实验结果表明了该方法的有效性。
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