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In the field of medical, image data play a vital role to assist the physicians in all kinds. Especially, Magnetic Resonance Image data will be very useful to diagnose brain tumors in human brain. Unfortunately, there are certain difficulties to classify those images to take sudden appropriate decisions to recover the identified disease.