| Dynamic model (RF) | CNN | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
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 |
 Normal | 99.48 | 100 | 100 | 100 | 100 | 100 | 99.13 | 100 | 100 | 100 | 100 | 100 |
 Noise | 95.87 | 96.74 | 97.74 | 97.83 | 98.61 | 99.74 | 98.26 | 99.13 | 99.48 | 99.74 | 99.87 | 99.91 |
 Glasses (G) | 98.57 | 100 | 100 | 100 | 100 | 100 | 99.78 | 100 | 100 | 100 | 100 | 100 |
 Face mask(FM) | 98.57 | 100 | 100 | 100 | 100 | 100 | 99.35 | 100 | 100 | 100 | 100 | 100 |
 G + M | 98.57 | 100 | 100 | 100 | 100 | 100 | 99.57 | 100 | 100 | 100 | 100 | 100 |
UCH-TTF | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Normal | 83.29 | 84.43 | 85.71 | 87.43 | 89.29 | 90.29 | 76.43 | 84.86 | 87.86 | 89.56 | 94.57 | 96.70 |
 Noise | 79.29 | 79.29 | 81.43 | 82.14 | 82.86 | 82.86 | 75.71 | 79.28 | 85.43 | 88.56 | 92.29 | 94.14 |
 Glasses (G) | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 | 76.14 | 84.71 | 87.29 | 89.29 | 93.57 | 95.99 |
 Face mask(FM) | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 | 75.86 | 83.86 | 86.99 | 89.29 | 93.14 | 95.70 |
 G + M | 77.14 | 84.29 | 84.86 | 86.71 | 88.57 | 90.0 | 74.77 | 82.14 | 86.29 | 88.70 | 91.14 | 92.43 |