Method | CBCL_V1 | CBCL_V2 | CBCL_V3 | CBCL_V4 | CVC | INRIA | ||
Dalal | Pure SW | PPV | 99.56 | 99.77 | 99.78 | 99.56 | 100 | 96.62 |
TPR | 99.78 | 96.96 | 99.13 | 99.78 | 100 | 83.39 | ||
FPR (%) | 0.14 | 0.07 | 0.07 | 0.14 | 0 | 1.82 | ||
FNR | 0.21 | 3.03 | 0.86 | 0.21 | 0 | 16.6 | ||
Accuracy | 99.83 | 99.17 | 99.72 | 99.83 | 100 | 92.49 | ||
SW/HW Co-Design | PPV | 99.56 | 100 | 99.56 | 99.56 | 100 | 96.80 | |
TPR | 99.78 | 96.75 | 98.91 | 99.56 | 100 | 80.38 | ||
FPR (%) | 0.14 | 0 | 0.14 | 0.14 | 0 | 1.65 | ||
FNR | 0.21 | 3.24 | 1.08 | 0.43 | 0 | 19.61 | ||
Accuracy | 99.83 | 99.17 | 99.61 | 99.78 | 100 | 91.44 | ||
HOG- AdaBoost- LFV | Pure SW | PPV | 99.35 | 98.68 | 98.91 | 99.13 | 99.47 | 93.88 |
TPR | 99.35 | 97.18 | 98.48 | 99.13 | 100 | 59.71 | ||
FPR (%) | 0.22 | 0.44 | 0.36 | 0.29 | 0.14 | 2.42 | ||
FNR | 0.64 | 2.81 | 1.51 | 0.86 | 0 | 40.28 | ||
Accuracy | 99.67 | 98.95 | 99.34 | 99.56 | 99.88 | 83.01 | ||
SW/HW Co-Design | PPV | 98.7 | 98.87 | 98.28 | 99.13 | 99.82 | 94.26 | |
TPR | 99.13 | 95.23 | 99.35 | 99.56 | 100 | 62.45 | ||
FPR (%) | 0.44 | 0.36 | 0.58 | 0.29 | 0.04 | 2.37 | ||
FNR | 0.86 | 4.76 | 0.64 | 0.43 | 0 | 37.54 | ||
Accuracy | 99.45 | 98.51 | 99.39 | 99.67 | 99.96 | 84.10 |