In denoising, separation of noise from signal is a main issue, but with improved filter elimination of noise becomes easier. In this paper nonlinear median filter is used for multi resolution condition, once in full resolution and afterward with half resolution, denoising turns out to be greater. This method is a nonlinear model and is observed to be helpful in removing Impulse noise, Gaussian and Speckle noise.