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Several novel methods for nonlinear dimensionality reduction, named as manifold learning, have been proposed recently and widely used in pattern recognition and machine learning. In this paper, we present three face recognition methods based on kernel Isomap, which is a representative manifold learning method using kernel trick. Considering the class label by adjusting the Euclidean distance using...
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