Robust tumor detection in MRI image with edge-enhanced maximally stable extremal regions

Abstract In the paper, we combine an intelligent algorithm for recognizing letters in an image and analyze its steps for tumor extraction in an MRI image. Successfully identify the border of the tumor, determine the location tumor with a limited circle, and determine whether the tumor is present or absent. Tumors vary in shape, size, and location, and may appear in different places with different intensities, so it is difficult to find the exact brain tumor. There are many algorithms, techniques, and applications for brain tumor segmentation and the overall internal structure of the brain in medical imaging, but in the proposed algorithm method, it can be extracted with high accuracy and sensitivity and extremely stable areas of maximum edge.