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Table 6 FRR [%] at 1% FAR (FRR 1% ) for Protocol 1

From: MultiQ: single sensor-based multi-quality multi-modal large-scale biometric score database and its performance evaluation

Fusion rule

Bi-modal (gait and head)

Multi-modal (gait, head, and height)

 

Q H H85

Q H L85

Q L H85

Q L L85

Q H H55

Q H L55

Q L H55

Q L L55

Q H H85

Q H L85

Q L H85

Q L L85

Q H H55

Q H L55

Q L H55

Q L L55

Sum

3.2

82.7

10.3

92

5.5

86.6

11.3

92.4

2.5

78.0

10.4

89.9

4.3

83.2

11.9

90.8

Min

7.4

38.4

12.3

92.9

9.5

51.5

11.8

92.8

7.4

89.9

12.3

92.9

9.5

82.7

11.8

92.8

SVM

2.0

87.5

5.1

95.5

3.6

84.9

10.9

96.6

1.7

74.6

3.8

93.4

3.0

76.3

9.7

95.6

GMM

1.9

36.6

4.7

89.9

3.7

49.7

9.3

90.2

1.8

45.0

3.6

86.0

3.3

53.3

9.3

89.5

LLR

2.2

37.8

4.3

92.2

3.9

51.4

9.4

92.2

1.7

29.1

3.2

88.5

3.5

43.3

8.6

87.7

KDE

2.1

37.1

6.7

90.7

3.9

99.7

10.7

91.6

1.9

26.8

6.9

95.1

3.2

99.0

11.3

92.4

RankSVM

2.2

37.9

4.4

92.1

4.4

51.9

9.3

92.2

1.9

26.5

3.5

88.3

4.1

40.6

8.6

88.0