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Table 4 Rank 1 identification rate (%) for thinned view angle pairs for a cooperative setting

From: Multi-view large population gait dataset and its performance evaluation for cross-view gait recognition

(a)VTM

(b)wQVTM

 

Probe

  

Probe

 

Gallery

0

30

60

90

Mean

Gallery

0

30

60

90

Mean

0

68.8

0.5

0.2

0.1

17.4

0

0.1

0.0

0.0

0.0

0.0

30

0.7

82.2

2.1

0.8

21.4

30

0.0

81.7

0.0

0.8

20.6

60

0.3

3.2

77.6

5.4

21.6

60

0.0

0.0

78.0

0.0

19.5

90

0.2

1.1

4.2

80.9

21.6

90

0.0

0.0

0.0

0.0

0.0

Mean

17.5

21.7

21.0

21.8

20.5

Mean

0.0

20.4

19.5

0.2

10.0

(c)LDA

(d)1in-GEINet

 

Probe

  

Probe

 

Gallery

0

30

60

90

Mean

Gallery

0

30

60

90

Mean

0

70.0

3.2

0.3

0.2

18.4

0

75.9

32.1

7.0

7.4

30.6

30

4.6

87.1

11.1

1.9

26.2

30

17.3

89.6

43.7

22.7

43.3

60

0.3

9.3

83.3

19.5

28.1

60

4.0

43.4

86.5

55.4

47.3

90

0.1

0.6

12.6

85.9

24.8

90

3.4

21.5

50.2

90.7

41.5

Mean

18.7

25.0

26.8

26.9

24.4

Mean

25.2

46.6

46.8

44.0

40.7

(e) Siamese

(f) MT

 

Probe

  

Probe

 

Gallery

0

30

60

90

Mean

Gallery

0

30

60

90

Mean

0

52.7

23.7

11.1

11.3

24.7

0

70.7

16.7

4.4

3.9

23.9

30

18.4

78.6

32.6

27.6

39.3

30

14.1

88.1

36.9

17.0

39.0

60

8.0

33.5

76.1

39.6

39.3

60

4.0

39.2

85.7

44.2

43.3

90

7.9

26.5

36.5

82.1

38.2

90

3.2

16.2

43.4

89.3

38.0

Mean

21.8

40.6

39.1

40.1

35.4

Mean

23.0

40.0

42.6

38.6

36.1

(g) LB

(h) DM

 

Probe

  

Probe

 

Gallery

0

30

60

90

Mean

Gallery

0

30

60

90

Mean

0

74.4

16.5

3.5

2.8

24.3

0

68.8

0.8

0.1

0.0

17.4

30

13.6

89.3

36.0

16.2

38.8

30

1.2

82.2

1.4

0.3

21.3

60

2.9

36.2

88.4

44.7

43.0

60

0.1

1.1

77.5

5.6

21.1

90

2.2

14.0

41.2

91.7

37.3

90

0.0

0.2

4.1

80.9

21.3

Mean

23.3

39.0

42.3

38.9

35.9

Mean

17.5

21.1

20.8

21.7

20.3