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Table 5 Evaluating the effect of clothing and carrying conditions

From: A Grassmann graph embedding framework for gait analysis

 

Benchmark

Global method

Local method

Adaptive method

Score fusion

MSR[44]

SM-CC

SM-Proj

HK-CC

HK-Proj

SM-CC

SM-Proj

HK-CC

HK-Proj

SR-CC

SR-Proj

Unsupervised

Clothing (CASIA)

27.82

19.75

22.98

57.66

23.79

50.00

22.98

57.66

23.79

56.05

20.16

57.56

Clothing (OU)

43.75

43.75

6.25

6.25

6.25

6.25

25.00

6.25

25.00

6.25

50.75

34.25

Carrying condition (CASIA)

89.70

65.32

70.56

77.02

68.95

77.02

70.56

77.02

70.16

84.27

76.77

89.22

Supervised

Clothing (CASIA)

27.82

19.75

14.52

58.47

14.92

37.50

15.73

63.31

14.92

59.27

43.71

63.38

Clothing (OU)

43.75

43.75

43.75

18.75

37.50

25.00

43.75

18.75

43.75

12.50

51.50

42.50

Carrying condition (CASIA)

87.90

65.32

47.98

82.26

47.58

58.87

50.40

88.71

49.60

88.71

55.96

89.51

  1. The values in bold refer to the highest accuracy rate for each scenario.