F = 22 | Normal (I) | 5 datasets (II) | Merged (III) | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
N = 5 | N = 10 | N = 15 | N = 20 | N = 25 | N = 30 | N = 5 | N = 10 | N = 15 | N = 20 | N = 25 | N = 30 | N = 5 | N = 10 | N = 15 | N = 20 | N = 25 | N = 30 | |
PUCV-DTF | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Normal | 99.13 | 100 | 100 | 100 | 100 | 100 | 99.13 | 100 | 100 | 100 | 100 | 100 | 99.48 | 100 | 100 | 100 | 100 | 100 |
 Noise | 88.91 | 89.43 | 89.61 | 90.09 | 90.14 | 90.22 | 98.26 | 99.13 | 99.48 | 99.74 | 99.87 | 99.91 | 95.87 | 96.74 | 97.74 | 97.83 | 98.61 | 99.74 |
 Glasses (G) | 55.48 | 55.57 | 56.09 | 58.65 | 60.26 | 60.65 | 99.78 | 100 | 100 | 100 | 100 | 100 | 98.26 | 99.57 | 100 | 100 | 100 | 100 |
 Face mask (FM) | 47.61 | 48.14 | 48.57 | 49.13 | 50.83 | 51.35 | 99.35 | 100 | 100 | 100 | 100 | 100 | 97.13 | 98.04 | 98.57 | 100 | 100 | 100 |
 G + M | 35.17 | 36.65 | 36.57 | 37.04 | 37.91 | 38.65 | 99.57 | 100 | 100 | 100 | 100 | 100 | 95.26 | 97.35 | 98.57 | 99.04 | 99.91 | 100 |
UCH-TTF | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Normal | 85.71 | 87.14 | 90.71 | 92.14 | 92.86 | 95.71 | 85.71 | 87.14 | 90.71 | 92.14 | 92.86 | 95.71 | 83.29 | 84.43 | 85.71 | 87.43 | 89.29 | 92.29 |
 Noise | 73.86 | 75.71 | 77.43 | 79.71 | 81.86 | 83.14 | 83.57 | 84.29 | 85.71 | 86.43 | 87.86 | 89.29 | 79.29 | 79.29 | 81.43 | 83.14 | 86.14 | 88.0 |
 Glasses (G) | 45.43 | 45.86 | 46.14 | 47.71 | 48.14 | 48.86 | 84.14 | 86.86 | 87.86 | 88.29 | 89.71 | 90.71 | 78.71 | 83.43 | 83.57 | 84.29 | 86.43 | 87.14 |
 Face mask (FM) | 40.14 | 41.14 | 43.14 | 42.29 | 42.57 | 43.86 | 83.86 | 85.14 | 86.71 | 87.86 | 89.57 | 89.86 | 76.43 | 79.86 | 80.86 | 81.29 | 84.29 | 85.71 |
G + M | 27.14 | 29.43 | 29.86 | 30.29 | 31.43 | 32.71 | 81.43 | 85.29 | 86.29 | 87.17 | 89.86 | 89.29 | 75.14 | 78.57 | 79.29 | 79.29 | 83.57 | 83.57 |