Research Article
Direct Neighborhood Discriminant Analysis for Face Recognition
Table 2
Comparison of recognition rates
of Eigenface, Fisherface, DLDA, LPP, MFA, and DNDA on the Yale database.
| | Method | 3 Training samples | 4 Training samples | 5 Training samples |
| | Eigenfaces | 76.79% (39) | 80.14% (50) | 82.39% (60) | | Fisherfaces | 80.96% (14) | 84.27% (14) | 90% (14) | | DLDA | 79.62% (12) | 84.52% (11) | 89.56% (14) | | LPP | 77.38% (44) | 80.48% (59) | 84.33% (59) | | MFA | 79.42% (26) | 86.48% (23) | 88.94% (24) | | DNDA | 82.42% (22) | 88.62% (35) | 90.61% (29) |
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