Graph Regularized Nonnegative Matrix Factorization with Sparse Coding

Figure 1

Average recognition rate of NMF, LNMF, SNMF, GNMF, and S-GRNMF_SC versus different feature dimensions on ORL and YALE databases.

(a) ORL database (48 × 48)

(b) YALE database (32 × 32)