Robust Structure Preserving Nonnegative Matrix Factorization for Dimensionality Reduction

Figure 2

The performance of involved methods with respect to the parameter on different dataset. 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