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Table 4 Recognition rates of different methods

From: Texture classification using rotation invariant models on integrated local binary pattern and Zernike moments

Methods

P = 8, R = 1

P = 16, R = 2

P = 24, R = 3

 

Recognition rate (%)

Bins

c1/c2

Recognition rate (%)

Bins

c1/c2

Recognition rate (%)

Bins

c1/c2

VARP,R

34.50

128

-

30.83

128

-

38.50

128

-

LB P P , R r i u 2 /VA R P , R

41.17

10/16

-

42.32

10/16

-

47.17

10/16

-

ALBP F P , R r i u 2

53.33

10

-

45.00

18

-

44.67

26

-

LBPHF

60.67

76

-

53.50

276

-

51.83

604

-

VZ_MR4

45.50

200

-

45.50

200

-

45.50

200

-

VZ_MR8

49.00

200

-

49.00

200

-

49.00

200

-

LB P P , R r i u 2

48.50

10

-

42.50

18

-

44.83

26

-

LB P P , R r i u 2 /O

49.33

10

0.01/0.015

43.17

18

0.1/0.015

45.50

26

0.1/0.15

C

49.83

10

-

41.83

18

-

44.17

26

-

C/O

50.17

10

0.1/0.15

42.17

18

0.01/0.015

47.67

26

0.1/0.15

LB P P , R r i u 2 _C

57.67

20

-

51.5

36

-

50.27

52

-

LB P P , R r i u 2 _C/O

58.17

20

0.01/0.015

51.83

36

0.01/0.15

50.85

52

0.1/0.15

Z

5

19.00

12

-

19.00

12

-

19.00

12

-

8

17.33

25

17.33

25

17.33

25

10

19.50

36

19.50

36

19.50

36

Z/O

5

20.67

12

0.1/0.15

20.67

12

0.1/0.15

20.67

12

0.1/0.15

8

23.33

25

23.33

25

23.33

25

10

25.33

36

25.33

36

25.33

36

LB P P , R r i u 2 _C_Z

5

62.00

32

-

55.33

48

-

52.83

64

-

8

62.17

45

55.17

61

53.17

77

10

62.50

56

55.50

72

53.17

88

LB P P , R r i u 2 _C_Z/O

5

62.17

32

0.01/0.015

55.33

48

0.01/0.015

53.00

64

0.01/0.015

8

62.33

45

56.17

61

53.50

77

 

10

62.50

56

 

56.00

72

 

53.67

88

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