Abstract: Medical imaging is the technique and process of creating visual representations of the interior of a body for clinical analysis and medical intervention. This transformation use different decomposition filters and reconstruction filters for the process of image enhancement. Contour let transformation & BFOA Algorithm is used in this work. The contour let transformation has been used for the process of image enhancement. The contour let utilize LP and FB decomposition filter to divide the image into different segments. These segments have been enhanced independently using different contour let transformation equations. After the implementation of contour let transformation the BFO algorithm is implemented for optimization process.

Keywords: Medical Image Enhancement, Counter let Transformation, BFOA, PSNR, MSE, EPI, Co-relation.