3. Calculate the eigenvalues and the corresponding eigenvectors of , 1≤ ≤. And calculate the eigenvalues and the corresponding eigenvectors of 4. Construct U and V.
5. Calculate the feature matrix Y according to (24).
6. Choose the elements of Y which correspond to the d largest values. D is the dimension after feature extraction.