Face recognition using topological manifolds learning

An algorithm of PCA face recognition based on topological manifolds theory is proposed, which based on the sample sets’ topological character in the feature space which is different from “classification”. Compare with the traditional PCA+ NN algorithm, experiments prove its efficiency.