Research Article
Multiview Gait Recognition Based on Slack Allocation Generation Adversarial Network
Table 5
The recognition rates of ProbeBG, training with sequences containing three conditions.
| | Angle | Probe set view (normal walking, bg01.bg02) | 0 | 18 | 36 | 54 | 72 | 90 | 108 | 126 | 144 | 162 | 180 |
| Gallery set view | 0 | 85.48 | 51.61 | 39.52 | 22.58 | 19.84 | 15.32 | 14.52 | 12.10 | 16.13 | 26.61 | 35.48 | 18 | 65.32 | 83.06 | 67.74 | 43.55 | 29.03 | 31.45 | 29.84 | 29.03 | 37.10 | 34.95 | 31.45 | 36 | 41.13 | 63.71 | 75.00 | 66.94 | 49.19 | 50.00 | 38.71 | 34.67 | 34.68 | 34.14 | 23.38 | 54 | 30.65 | 54.84 | 68.55 | 70.16 | 70.16 | 53.23 | 52.42 | 54.58 | 51.61 | 22.76 | 12.90 | 72 | 20.97 | 36.29 | 50.00 | 61.29 | 72.58 | 63.71 | 62.10 | 62.10 | 52.42 | 27.42 | 13.71 | 90 | 22.58 | 30.65 | 42.74 | 53.23 | 68.55 | 71.77 | 63.71 | 65.32 | 47.58 | 26.61 | 14.52 | 108 | 23.58 | 25.00 | 39.52 | 56.45 | 72.58 | 70.16 | 65.32 | 67.74 | 57.26 | 24.39 | 19.35 | 126 | 22.58 | 36.29 | 40.32 | 53.23 | 50.00 | 58.06 | 62.10 | 79.03 | 60.48 | 40.32 | 21.77 | 144 | 18.55 | 41.16 | 45.16 | 47.58 | 48.39 | 45.16 | 50.00 | 69.35 | 75.00 | 51.61 | 37.10 | 162 | 25.81 | 41.94 | 33.87 | 37.10 | 25.00 | 27.42 | 25.80 | 34.67 | 63.71 | 78.58 | 56.45 | 180 | 52.42 | 39.52 | 20.16 | 18.55 | 20.97 | 16.94 | 16.13 | 20.96 | 35.48 | 57.26 | 78.58 |
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