Traditional speckle removal methods generally result in the loss of image features. Based on the principle analysis and the prior knowledge of SAR image,a new nonlinear diffusion model is constructed. Theoretical analysis and numerical results demonstrate that the proposed method can efficiently depress spackle and enhance the feature of SAR image.