Texture analysis Methods

Normalization

schemes

Feature

reduction

standardization

ROC analysis

SN⁹ (%)

SP⁹ (%)

NDA with ANN¹² classifier

Default

Fisher

S¹⁰

0.96

0.86

NS¹¹

0.96

0.86

POE + ACC

S

0.83

0.92

NS

0.92

0.86

3 Sigma

Fisher

S

1

0.83

NS

1

0.83

POE + ACC

S

0.92

0.88

NS

0.92

0.88

1% - 99%

Fisher

S

0.96

0.86

NS

0.96

0.86

POE + ACC

S

0.92

0.88

NS

0.96

0.83