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Table 10 Full obtained results in multi-camera scenario

From: Soft-biometrics evaluation for people re-identification in uncontrolled multi-camera environments

Database

Method

Weighted

Identification rate (%)

False alarm rate (%)

PETS 2006

DM

Parametric

96.16

3.78

 

DM

Non-parametric

96.16

3.84

 

PCA-FV

Parametric

95.51

4.37

 

KA

Parametric

95.26

4.68

 

PCA-FP

Non-parametric

94.89

5.05

 

KA

Non-parametric

94.58

5.30

 

CM

Non-parametric

94.58

5.30

 

Without weighted

94.58

5.36

 

PCA-FV

Non-parametric

94.42

5.42

PETS 2009

PCA-FP

Non-parametric

94.24

5.44

 

DM

Parametric

94.09

5.52

 

KA

Parametric

94.01

5.44

 

KA

Non-parametric

94.01

5.76

 

Without weighted

93.93

5.76

 

CM

Non-parametric

93.85

5.76

 

DM

Non-parametric

93.53

5.91

 

PCA-FV

Non-parametric

92.11

7.65

 

PCA-FV

Parametric

91.20

8.40

MUBA

PCA-FV

Parametric

93.10

6.90

 

KA

Parametric

92.68

7.25

 

KA

Non-parametric

92.01

7.99

 

DM

Parametric

91.91

8.06

 

DM

Non-parametric

91.10

8.90

 

CM

Non-parametric

90.62

9.35

 

PCA-FV

Non-parametric

90.20

9.74

 

Without weighted

90.10

9.83

 

PCA-FP

Non-parametric

90.04

9.83

SAIVT-SoftBio

KA

Parametric

89.33

10.66

 

PCA-FV

Parametric

89.24

10.75

 

DM

Parametric

88.94

11.05

 

Without weighted

88.86

11.13

 

KA

Non-parametric

88.84

11.15

 

CM

Non-parametric

88.57

11.42

 

DM

Non-parametric

88.02

11.97

 

PCA-FP

Non-parametric

87.52

12.47

 

PCA-FV

Non-parametric

87.09

12.90

CAVIAR4REID

PCA-FV

Parametric

75.23

24.76

 

DM

Non-parametric

73.85

26.15

 

DM

Parametric

72.71

11.05

 

PCA-FV

Parametric

72.64

27.36

 

DM

Non-parametric

72.56

27.44

 

CM

Non-parametric

71.85

28.15

 

KA

Parametric

71.38

28.62

 

KA

Non-parametric

70.71

29.29

 

Without weighted

63.13

36.87