Robust Structure Preserving Nonnegative Matrix Factorization for Dimensionality Reduction

Figure 4

The convergence curve of RSPNMF with 500 iterations. The result of local noise is shown in the first column. The result of global noise is shown in the second column.

(a) FERET

(b) ORL

(c) YALE