Skip to main content

Table 9 Full obtained results in mono-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

PCA-FV

Non-parametric

99.82

0.18

 

PCA-FV

Parametric

99.63

0.37

 

DM

Non-parametric

99.45

0.55

 

DM

Parametric

99.27

0.73

 

KA

Non-parametric

99.09

0.91

 

KA

Parametric

98.90

1.10

 

PCA-FP

Non-parametric

98.72

1.28

 

CM

Non-parametric

98.72

1.28

 

Without weighted

98.54

1.46

PETS 2009

DM

Parametric

93.01

2.10

 

DM

Non-parametric

93.01

2.80

 

PCA-FV

Non-parametric

90.56

3.50

 

CM

Non-parametric

90.21

3.50

 

KA

Parametric

90.21

3.85

 

PCA-FV

Parametric

89.86

3.85

 

PCA-FP

Non-parametric

89.51

3.50

 

KA

Non-parametric

89.16

3.50

 

Without weighted

88.81

3.50

CAVIAR

PCA-FP

Non-parametric

98.21

0.51

 

PCA-FV

Non-parametric

97.83

0.13

 

DM

Parametric

97.70

0.13

 

PCA-FV

Parametric

97.57

0.26

 

DM

Non-parametric

97.06

0

 

CM

Non-parametric

96.93

0.13

 

Without weighted

96.68

2.04

 

KA

Non-parametric

96.17

0

 

KA

Parametric

95.91

0

MUBA

KA

Non-parametric

92.30

6.59

 

PCA-FP

Non-parametric

91.93

6.46

 

PCA-FV

Parametric

91.21

7.40

 

CM

Non-parametric

91.15

7.39

 

PCA-FV

Non-parametric

90.20

8.75

 

DM

Non-parametric

89.83

7.45

 

DM

Parametric

89.56

6.99

 

KA

Parametric

87.65

6.63

 

Without weighted

87.10

10.53