Research Article

[Retracted] Efficient COVID-19 CT Scan Image Segmentation by Automatic Clustering Algorithm

Table 10

DWT-PCA-based texture features of IWOA-based segmented image.

FeaturesImages
SegImg 1SegImg 2SegImg 3SegImg 4SegImg 5SegImg 6SegImg 7SegImg 8

Contrast0.11970.10200.13870.12170.12020.09320.11720.1503
Correlation0.97780.86470.96690.96600.66120.97360.88980.8059
Homogeneity0.97330.97390.97400.97330.97460.97020.97160.9774
Mean0.001510.000870.002520.002100.002020.001150.001780.0018
Std. deviation0.060170.060180.060140.060150.060160.060180.060160.06016
Variance0.0036210.0036220.0036230.003620.003620.0036190.0036210.003624
Entropy2.1402.66201.52411.83402.30872.73672.38221.0632
Energy0.90120.90180.90680.90010.90600.88550.89460.9204
Smoothness0.96590.94240.97920.97520.97430.95570.97100.9714
Kurtosis26.6523.5331.4627.6031.6217.1429.7943.02
Skewness1.70831.36392.24881.75482.19020.96581.83192.5913
IDM1.38411.7791−0.50521.4252.790−0.31631.24500.6260

FeaturesSegImg 9SegImg 10SegImg 11SegImg 12SegImg 13SegImg 14SegImg 15Avg.

Contrast0.11450.11120.07790.08270.08830.08250.08600.107073
Correlation0.98530.95340.95430.95000.91860.93550.94540.91656
Homogeneity0.97400.97260.97100.97100.97190.97110.97020.972673
Mean0.000920.001510.000710.001220.000930.001370.001520.001462
Std. deviation0.060180.060170.060190.060180.060180.060170.060170.060169
Variance0.0036210.0036220.0036180.0036180.0036180.0036140.0036190.00362
Entropy2.39722.12503.18213.04112.91073.23243.19002.448627
Energy0.902910.898880.888430.888160.892140.890830.886840.897639
Smoothness0.94540.96600.93060.95820.94590.96250.96620.96066
Kurtosis24.3424.797.8010.3615.019.059.5822.116
Skewness1.51561.50210.37490.56570.73290.62560.64901.37472
IDM1.23701.7377−0.08990.64990.71301.2152−0.62990.884047