Research Article
Color Face Recognition Based on Steerable Pyramid Transform and Extreme Learning Machines
Table 1
Performance comparison in color component images of LCSPT-ELM face recognition algorithm: the AR database.
| ā | ex1 | ex2 | ā | HS | | 0 | | | HS | | 0 | | |
| | 90.97 | 95.13 | 94.44 | 87.50 | 94.44 | 91.96 | 91.07 | 91.36 | 86.30 | 91.36 | | 91.66 | 94.44 | 93.05 | 90.97 | 93.05 | 90.77 | 91.66 | 91.66 | 85.71 | 91.07 | | 91.66 | 91.66 | 93.13 | 92.64 | 94.11 | 93.75 | 93.15 | 93.75 | 91.07 | 94.04 | | 93.75 | 94.44 | 93.05 | 91.66 | 94.44 | 94.04 | 93.75 | 94.64 | 90.47 | 94.04 | | 86.11 | 90.97 | 90.97 | 86.11 | 91.67 | 85.71 | 89.28 | 90.17 | 87.20 | 92.26 | | 86.80 | 92.36 | 93.75 | 88.19 | 93.05 | 86.90 | 92.55 | 91.66 | 88.39 | 92.26 | | 89.58 | 91.66 | 95.83 | 90.97 | 94.44 | 90.17 | 94.34 | 94.94 | 89.58 | 94.94 | | 85.41 | 82.63 | 84.02 | 75.00 | 90.27 | 87.20 | 85.41 | 86.30 | 77.08 | 86.90 | | 90.97 | 93.05 | 90.97 | 87.50 | 90.97 | 88.09 | 86.60 | 86.90 | 83.63 | 88.09 | | 90.97 | 93.05 | 93.75 | 87.50 | 92.36 | 91.36 | 92.26 | 92.85 | 88.69 | 92.26 | | 88.89 | 90.27 | 95.13 | 90.27 | 91.66 | 87.20 | 94.04 | 93.75 | 88.09 | 91.36 | | 74.30 | 77.77 | 82.63 | 74.30 | 81.25 | 71.42 | 74.10 | 80.95 | 74.70 | 76.78 | | 91.66 | 95.13 | 93.05 | 90.97 | 93.75 | 91.07 | 94.04 | 93.15 | 89.88 | 93.75 | | 82.63 | 90.27 | 92.36 | 86.80 | 90.97 | 83.63 | 88.98 | 91.66 | 84.52 | 87.50 | | 93.62 | 90.68 | 92.15 | 92.15 | 92.15 | 85.71 | 89.28 | 91.36 | 84.82 | 90.47 | | 90.97 | 92.36 | 93.75 | 88.88 | 94.44 | 91.36 | 92.55 | 92.26 | 88.39 | 92.26 | | 93.05 | 92.36 | 96.52 | 91.66 | 93.75 | 92.85 | 93.45 | 94.64 | 90.47 | 93.15 | | 92.36 | 94.44 | 94.44 | 90.27 | 94.44 | 94.04 | 93.75 | 94.04 | 90.77 | 93.75 | | 87.50 | 89.58 | 90.97 | 86.80 | 88.19 | 89.28 | 88.98 | 91.66 | 86.90 | 89.88 | | 90.97 | 92.36 | 96.52 | 92.36 | 94.44 | 93.45 | 93.15 | 94.04 | 90.47 | 94.04 | | 89.58 | 94.44 | 93.75 | 86.80 | 90.97 | 90.47 | 92.55 | 92.26 | 88.69 | 92.85 | | 92.36 | 93.05 | 95.13 | 88.19 | 93.75 | 92.85 | 92.55 | 92.26 | 88.09 | 93.45 | | 85.41 | 92.36 | 94.44 | 87.50 | 92.36 | 82.73 | 93.75 | 90.17 | 86.30 | 89.28 | | 89.58 | 92.36 | 92.36 | 88.88 | 94.44 | 87.79 | 91.36 | 93.45 | 87.79 | 94.94 |
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Bold values mean the color components with correctness over 90% for all subbands and the subbands with the highest correctness.
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