Automatic Detection and Classification of Breast Tumors in Ultrasonic Images Using Texture and Morphological Features

Fig. (2) The automatic ROI generation flow, (a) the original image; (b) the result of the morphological filtering of (a); (c) the result of the SRAD and contrast enhancement for (b); (d) the result of the SOM classification; (e) and (f) the detected ROI.