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Table 8 Estimation accuracy comparison between conventional algorithm and proposed method with JPEG compression for different demosaicing methods (unit %). Block size fixed to 256 × 256

From: Estimation of Bayer CFA pattern configuration based on singular value decomposition

Demosaicing method

JPEG compression (QF)

100

90

80

75

70

Average

Bilinear

[25]

92.71

56.39

36.12

30.61

29.59

49.08

Proposed

24.56

26.67

24.76

26.12

27.69

25.96

AHD

[25]

12.38

15.99

22.99

24.35

22.99

19.74

Proposed

26.05

27.28

27.69

29.12

28.37

27.70

VNG

[25]

82.79

43.13

33.47

37.70

30.95

45.61

Proposed

28.84

30.88

29.59

25.78

28.30

28.68

AMaZE

[25]

62.99

36.26

32.38

31.43

30.82

38.78

Proposed

28.91

27.35

28.03

28.71

28.69

28.14

DCB

[25]

46.73

34.49

39.39

39.32

36.80

39.35

Proposed

22.45

24.01

27.14

25.17

25.85

24.92

IGV

[25]

69.52

53.81

39.46

34.63

31.56

45.80

Proposed

30.14

31.43

31.77

30.34

29.93

30.72

LMMSE

[25]

71.09

41.09

29.12

25.65

26.26

38.64

Proposed

30.34

30.48

30.88

28.64

30.20

30.11

HPDH

[25]

28.10

22.38

24.22

24.35

23.47

24.50

Proposed

28.91

28.37

27.28

28.98

28.71

28.45

Average

[25]

58.85

37.94

32.14

30.26

29.06

 

Proposed

27.53

28.31

28.39

27.86

28.34

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