Research Article
Direct Neighborhood Discriminant Analysis for Face Recognition
Table 1
Comparison of recognition rates of Eigenface, Fisherface, DLDA, LPP, MFA, and DNDA on the ORL database.
| | Method | 3 Training samples | 4 Training samples | 5 Training samples |
| | Eigenface | 86.64% (121) | 91.65% (112) | 94.05% (123) | | Fisherface | 87.46% (39) | 91.42% (39) | 93.35% (38) | | DLDA | 90.04% (38) | 94.04% (39) | 95.6% (37) | | LPP | 73.54% (91) | 82.73% (98) | 86.62% (99) | | MFA | 87.13% (27) | 92% (39) | 95.28% (41) | | DNDA | 91.07% (44) | 94.69% (46) | 96.12% (77) |
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