Detection of Region of Interest and Stages using Mammogram images

Abstract: One of the risks of getting a medical diagnosis is getting breast cancer, and the number of people with it is growing all over the world. This causes the female to die day by day. The main goal of the work is to get the ROI and stages of the Breast Cancer Mammogram images. This work consists of three modules, i.e., preprocessing, segmentation and feature extraction and classification. Image is preprocessed by removing noise element and converting RGB to gray scale image. By applying morphological operation to obtain ROI for the tumor. This tumor is classified to find the stages of the tumor by multi SVM classifier.

Keywords: - Breast Cancer, Mammogram images, ROI, multi SVM classifier.