F = 12 | 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 | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.57 | 100 | 100 | 100 | 100 | 100 |
 Noise | 86.2 | 86.74 | 87.2 | 87.61 | 88.28 | 88.83 | 97.39 | 98.37 | 98.48 | 99.02 | 99.35 | 99.61 | 95.96 | 96.13 | 97.22 | 97.57 | 98.09 | 98.87 |
 Glasses (G) | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.57 | 100 | 100 | 100 | 100 | 100 |
 Face mask (FM) | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.57 | 100 | 100 | 100 | 100 | 100 |
 G + M | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.96 | 100 | 100 | 100 | 100 | 100 | 98.57 | 100 | 100 | 100 | 100 | 100 |
UCH-TTF | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Normal | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 |
 Noise | 64.29 | 69.71 | 75.71 | 77.86 | 79.29 | 80.0 | 74.86 | 76.14 | 81.43 | 84.71 | 86.29 | 88.29 | 72.86 | 75.71 | 80.29 | 83.14 | 86.14 | 88.0 |
 Glasses (G) | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 |
 Face mask (FM) | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 |
 G + M | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.57 | 84.61 | 84.86 | 86.86 | 89.57 | 90.14 | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 |