This document discusses smoothing an MRI brain image using different heat equation filters over multiple iterations, including a linear heat equation, affine heat equation, and kappa-shleesh filter. Images are shown at different timesteps for each filter demonstrating how the filters smooth the image over increasing numbers of iterations.