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Table 5 Estimation accuracy comparison between existing algorithm and proposed method for various demosaicing methods (unit: %)

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

Demosaicing method

Block size (M)

32

64

128

256

512

Average

Bilinear

[25]

99.66

99.93

100.00

100.00

100.00

99.92

Proposed

96.33

97.96

98.44

98.91

99.73

98.27

AHD

[25]

54.29

56.53

58.44

58.64

61.70

57.92

Proposed

94.97

96.26

97.89

97.48

98.23

96.97

VNG

[25]

84.15

87.69

90.41

94.08

95.03

90.27

Proposed

96.46

98.03

98.78

98.98

99.39

98.33

AMaZE

[25]

59.86

64.90

68.16

71.43

76.94

68.26

Proposed

90.54

93.06

94.42

96.05

98.80

94.17

DCB

[25]

95.24

98.44

99.45

99.66

99.86

98.53

Proposed

99.39

99.73

99.86

99.93

99.93

99.77

IGV

[25]

67.01

69.87

72.96

75.85

80.00

73.14

Proposed

78.86

84.56

88.23

91.84

93.40

87.58

LMMSE

[25]

56.05

61.02

64.35

70.00

75.72

65.43

Proposed

79.05

90.68

95.51

98.03

99.12

92.48

HPDH

[25]

34.62

37.69

40.07

41.49

44.90

39.75

Proposed

92.99

94.90

97.21

97.21

97.14

95.89

Average

[21]

68.86

72.01

74.23

76.39

79.27

 

Proposed

91.20

94.40

96.29

97.30

97.97

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