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