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. 2024 Feb 14;10(4):e26192. doi: 10.1016/j.heliyon.2024.e26192

Table 1.

Single Features extraction strategy.

GLCM (22) Haralick (14) Autoencoder (50)
Autocorrelation Contrast Latent variables
Contrast Variance Encoder features
Correlation1 Sum Avg. Bottleneck features
Correlation2 Sum Ent. Reconstruction features
Cluster shade Correlation Decoder features
Energy Maximal Correlation Coefficient Other features including textures, edges, colors or shapes
Cluster Prominance Diff. Entropy
Homogenity2 Inf. measure of Corr1
Sum avg Inverse Diff. Movement
Sum entropy Sum Var. Entropy
Dissimilarity Diff. Var.
Entropy Info. measure of Corr2
Inf. measure of Corr1
Inverse Diff. Movement normalized.
Homogenity1
Info. measure of Corr2
Diff. Ent.
Inverse Diff.
Max. Probability
Sum of Sqr. Var.
Sum Var.
Diff. Var.
Inverse Diff. Normalized