Analyzing the Occurrence of Breast Cancer in Mammogram with the Help of Enhancement and Compression Techniques

Abstract

This paper will help in getting a way out to analyze breast cancer in the initial stage. I will be using real clinical data to act to detect cancer in the human body. In this paper, I will be using the pre-processing methods and enhancement technique, and adding to it will be using a compression technique i.e. the Haar transformation which will play a crucial role in the proposed method. The edge detection, segmentation, and morphological operations method will enhance breast tissue and also its mass region so that the extraction method can be applied, and using the Convolutional neural network (CNN) method a result will be obtained having either benign or malignant tissues. This way we can take a precautionary step in breast cancer cure within the human body.