Abstract: The paper focuses on modeling the wavelet coefficients for denoising based on the relativity of the different scale coefficients, so as to eliminate the noise in the images. The experimentation, which denoises the Lenna and satellite images added the noise, shows that the method can significantly improve the noising image.