Classification of Region of Interest in Mammograms Using Dual Contourlet Transform and Improved KNN

Figure 7

Set of cropped mammogram from MIAS.

(a) Full mammogram “mbd 028”

(b) Cropper mammogram “mbd 028”

(c) Cropper normal mammogram “mbd 131”

(d) Cropper malignant mammogram “mbd 083”

(e) Cropper benign mammogram “mbd 021”