Research Article
A Revisit Histogram of Oriented Descriptor for Facial Color Image Classification Based on Fusion of Color Information
Table 2
Several experimental cases on the AR database.
| Color space | | AR | Max magnitude | C2 | C2 | C2 | C3 | Fusion | C1 | C2 | C3 | C1 |
| RGB | 1 | 92.69 | 87.00 | 91.23 | 89.77 | 85.46 | 90.62 | 2 | 93.46 | 88.46 | 93.15 | 92.92 | 87.85 | 92.77 | 3 | 94.54 | 88.77 | 93.85 | 93.69 | 88.85 | 93.69 | 4 | 94.92 | 89.15 | 94.38 | 94.38 | 89.08 | 94.54 | 5 | 94.38 | 89.85 | 93.69 | 94.46 | 89.23 | 93.77 | HSV | 1 | 92.62 | 84.69 | 84.00 | 74.85 | 82.77 | 86.31 | 2 | 94.46 | 87.15 | 90.38 | 83.54 | 86.31 | 90.08 | 3 | 94.46 | 88.15 | 92.46 | 86.38 | 87.54 | 92.15 | 4 | 94.54 | 88.69 | 94.23 | 87.31 | 87.85 | 93.77 | 5 | 94.69 | 89.00 | 94.77 | 87.92 | 87.62 | 94.15 | ISH | 1 | 92.08 | 92.77 | 82.08 | 72.23 | 89.23 | 88.69 | 2 | 94.77 | 94.54 | 88.15 | 81.77 | 92.77 | 92.85 | 3 | 94.85 | 94.77 | 92.15 | 85.85 | 93.85 | 94.23 | 4 | 95.38 | 94.46 | 93.69 | 87.23 | 94.00 | 95.08 | 5 | 94.69 | 94.62 | 94.23 | 87.69 | 94.08 | 95.92 | YCbCr | 1 | 92.77 | 92.38 | 86.15 | 85.54 | 93.15 | 91.31 | 2 | 94.00 | 94.15 | 90.15 | 91.00 | 94.85 | 93.77 | 3 | 94.54 | 94.15 | 91.54 | 92.31 | 95.15 | 94.31 | 4 | 94.77 | 94.38 | 91.38 | 92.54 | 94.92 | 94.69 | 5 | 94.54 | 94.08 | 90.77 | 91.69 | 94.92 | 94.62 | I1I2I3 | 1 | 93.08 | 93.15 | 89.62 | 78.23 | 93.31 | 92.00 | 2 | 93.77 | 94.46 | 93.08 | 87.31 | 95.69 | 94.23 | 3 | 94.46 | 94.69 | 93.31 | 89.38 | 95.08 | 95.38 | 4 | 94.54 | 94.62 | 93.00 | 90.31 | 95.31 | 95.62 | 5 | 94.62 | 94.85 | 93.00 | 91.54 | 95.31 | 95.69 |
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