Brain Tumor Detection using GLCM with the help of KSVM

Brain tumor is a very harmful disease for human being. A tumor is a mass of tissue that's formed by an accumulation of abnormal cells. The location of tumors in the brain is one of the factors that determine how a brain tumor effects an individual's functioning. Image processing is an active research area in which medical image processing is a highly challenging field. For medical diagnosis of the inner portions of the human body Medical imaging techniques are used. MRI Imaging play an important role in brain tumor for analysis, diagnosis and treatment planning. Brain tumor detections are using MRI images is a challenging task, because the complex structure of the brain. In this paper we detect brain tumor using GLCM with KSVM.We used four different classes, Extract feature through GLCM and then KSVM is applied. Which gives good classification rate.