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Table 5 Quantitative comparison of human re-id across cameras on a quite challenging VIPeR benchmark dataset

From: Human tracking over camera networks: a review

Item no.

Used human re-id method

Rank on VIPeR

Reference

1

10

20

1

ELF

12.00

44.00

61.00

2008 ECCV [39]

2

SDALF

19.87

49.37

65.73

2010 CVPR [40]

3

ColorInv

24.21

57.09

69.65

2013 TPAMI [41]

4

SCNCD

37.80

81.20

90.40

2014 ECCV [42]

5

LOMO + XQDA

40.00

80.51

91.08

2015 CVPR [43]

6

FFN

51.1

91.4

96.9

2016 WACV [44]

7

KISSME

19.6

62.2

77.0

2012CVPR [45]

8

LFDA

24.18

67.12

82.00

2013 CVPR [46]

9

KLFDA

32.3

79.7

90.9

2014 ECCV [47]

10

MetricEnsb

45.9

88.9

95.8

2015 CVPR [48]

11

LSSL

47.8

87.6

94.2

2016 AAAI [49]

12

SCSP

53.5

91.5

96.6

2016 CVPR [50]

  1. The cumulative matching scores (%) at rank 1, 10, and 20 are listed