A theoretical result of a support vector machine formulation to LDA
Xiao‐Jun Wu, Shitong Wang, Josef Kittler, Kieron Messer, Jing-Yu Yang · 2009
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.