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Table 5 Performance of experiments for dynamic model (RF) with F = 22 or 12 and CNN

From: Thermal face recognition under different conditions

  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             
 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             
 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