Research Article
Color Face Recognition Based on Steerable Pyramid Transform and Extreme Learning Machines
Table 5
Performance comparison in the color component images of LCSPT-ELM face recognition algorithm: the color FERET database.
| ā | fb set | dup1 set | ā | HS | | 0 | | | HS | | 0 | | |
| | 91.19 | 93.15 | 91.68 | 89.72 | 91.68 | 73.35 | 71.88 | 74.82 | 72.37 | 73.35 | | 91.19 | 91.68 | 94.13 | 92.66 | 93.64 | 78.25 | 72.37 | 77.27 | 69.43 | 73.84 | | 92.66 | 92.66 | 94.13 | 93.64 | 95.11 | 70.90 | 71.39 | 71.39 | 68.45 | 74.82 | | 91.70 | 92.66 | 95.64 | 91.19 | 93.64 | 72.86 | 70.90 | 84.39 | 75.39 | 74.82 | | 94.62 | 92.17 | 94.62 | 95.11 | 94.62 | 69.92 | 64.03 | 73.35 | 61.09 | 73.84 | | 93.64 | 93.15 | 93.15 | 89.72 | 92.66 | 75.80 | 75.31 | 79.72 | 67.47 | 77.27 | | 90.70 | 95.60 | 95.11 | 94.13 | 96.09 | 70.41 | 69.43 | 70.90 | 72.86 | 77.27 | | 92.66 | 91.19 | 91.68 | 87.27 | 93.15 | 69.43 | 62.56 | 69.92 | 55.70 | 65.50 | | 87.76 | 92.66 | 92.17 | 90.21 | 91.68 | 69.43 | 73.84 | 74.82 | 71.88 | 74.82 | | 89.72 | 92.66 | 94.62 | 91.19 | 94.13 | 71.39 | 72.37 | 76.29 | 74.82 | 76.78 | | 92.66 | 93.64 | 95.64 | 93.15 | 94.62 | 76.29 | 77.76 | 80.21 | 72.37 | 82.17 | | 73.05 | 74.03 | 76.98 | 75.50 | 76.98 | 49.82 | 53.25 | 56.19 | 52.76 | 55.21 | | 92.17 | 92.17 | 93.64 | 91.68 | 93.64 | 73.35 | 71.88 | 70.90 | 70.41 | 73.35 | | 93.64 | 91.68 | 90.21 | 90.70 | 93.64 | 74.82 | 69.43 | 76.78 | 63.05 | 76.78 | | 94.62 | 91.68 | 93.15 | 93.15 | 93.15 | 66.49 | 65.50 | 71.88 | 66.49 | 72.86 | | 93.15 | 92.66 | 93.64 | 91.19 | 94.13 | 70.41 | 69.43 | 74.33 | 66.49 | 71.88 | | 91.70 | 92.66 | 94.13 | 92.17 | 93.15 | 68.94 | 69.92 | 70.41 | 68.94 | 75.31 | | 91.68 | 93.15 | 93.64 | 91.19 | 92.17 | 73.84 | 70.90 | 69.92 | 69.43 | 74.82 | | 91.68 | 89.23 | 89.23 | 89.72 | 91.19 | 71.39 | 65.01 | 70.41 | 60.60 | 69.92 | | 92.17 | 91.68 | 94.62 | 92.17 | 95.11 | 69.92 | 68.45 | 73.35 | 68.45 | 83.29 | | 90.21 | 93.64 | 95.64 | 91.19 | 92.66 | 69.43 | 72.37 | 76.78 | 75.37 | 76.78 | | 88.74 | 92.66 | 94.13 | 90.21 | 93.15 | 66.00 | 67.47 | 73.84 | 69.92 | 73.84 | | 92.66 | 92.17 | 92.66 | 90.70 | 94.13 | 74.82 | 72.86 | 76.78 | 65.50 | 77.27 | | 96.58 | 95.11 | 94.13 | 94.13 | 93.64 | 72.85 | 74.33 | 75.80 | 71.88 | 77.76 |
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Bold values specify the color components and their subbands with high correctness.
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