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Table 2 Classification accuracy (%) on TC10 and TC12 texture sets using different LBP operators

From: Concave-convex local binary features for automatic target recognition in infrared imagery

 

( P, R) = (8,1)

( P, R) = (16,2)

( P, R) = (24,3)

 

TC10

TC12

Average

TC10

TC12

Average

TC10

TC12

Average

  

t

h

  

t

h

  

t

h

 

LBP P , R riu2

84.81

65.46

63.68

71.31

89.40

82.26

75.20

82.28

95.07

85.04

80.78

86.96

CCLBP P , R riu2

95.96

90.57

90.97

92.50

94.81

90.74

89.46

91.67

97.81

93.42

90.87

94.03

LTP P , R riu2

94.14

75.87

73.95

81.32

96.95

90.16

86.94

91.35

98.20

93.58

89.42

93.73

CCLTP P , R riu2

96.87

86.96

88.10

90.64

98.20

94.53

94.46

95.73

98.75

95.67

92.91

95.77

SLBP P , R riu2

90.63

72.31

70.63

77.86

92.99

87.13

71.67

87.26

96.41

90.05

85.74

90.73

CCSLBP P , R riu2

95.94

87.41

87.64

90.33

97.50

92.73

92.59

94.27

97.86

94.26

91.20

94.44

CLBP P , R riu2

94.66

82.75

83.14

86.85

97.89

90.55

91.11

93.18

99.32

93.58

93.35

95.41

CCCLBP P , R riu2

97.29

90.20

92.93

93.47

98.80

92.50

93.49

94.93

98.72

94.81

94.28

95.93