In this research study, an automated approach has been proposed where MRI gray-scale images were incorporated for brain tumor detection. Brain tumor images were taken as input and medical image processing techniques such as pre-processing and post-processing were incorporated to identify the tumor region only. The pre-processing includes enhancement, filter operation, and segmentation and post-processing includes feature extraction and identification. The phases of image processing are shown in fig2. Figure 2 Block diagram for image processing