Improved De-noising Algorithm on Heat Equation

The heat equation has equal diffusions both in the gradient and the tangent direction, which can strongly smooth the important character of the image while de-noising. In order to better preserve the characteristic of an image, we must take different diffusions in different regions; therefore a weight function is used to induce diffusion in the gradient direction. The experimental results show improvements of the proposed model.