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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