Objectives: To develop a better method for enhancing head MRI or CT images with the objective of suppressing irrelevant information during subsequent processing. Methods: achieve this, two innovative image enhancement techniques, ’AHE’ and ’Adaptive Gamma CDF-based Geometric Transformation,’ are combined. The proposed is evaluated using total 76 137 scan obtained from TCIA, OASIS, BCIIHM, Brain...