research project

Steps for proposed research work are as below:- i. MRI images will be acquired from the database. ii. Pre-processing on images will be performed to remove noise, enhance the contrast of the image, and extract corner detail and edges of an image. iii. Every image has different types of feature (color, shape, intensity, texture) for further processing, we will extract features with suitable techniques. These acquired feature stored in Featured Vector will be further processed. iv. We will probably get efficient results through the Featured Vector stored in HDFS format (Hadoop Distributed File Format). v. During Brain Tumor classification, we will apply a classifier on featured vector, those will be input for the classifier. vi. Specified classification has to be applied to parallel computation (Map Reduce Frame Work) and on the classifier, to get the expected accuracy. vii. We will use the simulator to get position, area and thickness of Brain Tumor.