Research Article
Multiview Gait Recognition Based on Slack Allocation Generation Adversarial Network
Table 4
The recognition rates of ProbeNM, training with sequences containing three conditions.
| | Angle | Probe set view (normal walking, nm05.nm06) | 0 | 18 | 36 | 54 | 72 | 90 | 108 | 126 | 144 | 162 | 180 |
| Gallery set view | 0 | 100.0 | 83.06 | 49.51 | 44.35 | 24.19 | 27.42 | 28.23 | 35.48 | 40.16 | 68.55 | 71.77 | 18 | 81.45 | 95.97 | 91.54 | 72.58 | 53.23 | 41.16 | 38.71 | 49.19 | 64.52 | 75.00 | 66.13 | 36 | 54.84 | 91.13 | 97.58 | 91.94 | 74.19 | 63.71 | 61.29 | 58.87 | 59.67 | 60.48 | 54.84 | 54 | 41.13 | 58.06 | 91.13 | 97.96 | 91.94 | 81.45 | 79.80 | 81.45 | 78.87 | 54.84 | 27.74 | 72 | 25.00 | 46.77 | 66.94 | 88.71 | 98.58 | 95.16 | 94.09 | 91.94 | 57.26 | 39.52 | 22.58 | 90 | 26.61 | 22.58 | 57.25 | 83.06 | 96.77 | 97.77 | 94.35 | 89.52 | 70.16 | 37.90 | 23.39 | 108 | 24.19 | 35.48 | 51.61 | 72.58 | 95.16 | 95.97 | 97.72 | 95.16 | 74.96 | 45.16 | 24.19 | 126 | 32.26 | 53.22 | 60.48 | 73.39 | 89.52 | 91.13 | 90.32 | 97.58 | 95.39 | 63.71 | 31.45 | 144 | 27.42 | 65.32 | 62.10 | 73.39 | 68.55 | 63.71 | 85.48 | 95.39 | 99.19 | 79.83 | 46.77 | 162 | 66.13 | 66.94 | 61.29 | 54.84 | 41.16 | 40.32 | 50.00 | 67.74 | 85.48 | 99.19 | 74.19 | 180 | 70.16 | 51.61 | 44.35 | 32.26 | 26.61 | 26.61 | 25.00 | 32.26 | 56.45 | 71.77 | 100.0 |
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