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Table 6 Comparative results of the proposed approach and other published methods in recent years for D3 dataset corrupted by smoothing filter operation

From: Image analysis using modified exponent-Fourier moments

CCPs (%)

KNN

 

N = 10 (lower-order moments)

N = 60 (higher-order moments)

Smoothing windows

EFMs

Fr-LMs

SOMs

Ours

EFMs

Fr-LMs

SOMs

Ours

[3]

70.2

81.7

83.8

82.1

90.1

97.8

98.9

99.8

[5]

68.7

80.9

82.4

81.7

89.7

96.5

98.2

99.7

[7]

64.2

79.4

80.8

79.9

87.4

92.8

95.8

97.1

[9]

59.9

76.8

78.9

79.0

83.5

89.9

93.2

95.3