Abstract: Considering importance of isophote curvatures for image representation, introduced curvature as a new con- trol factor into the nonlinear diffusion equation to build a novel diffusion model, which combined curvature-driven with edge-stopping （C~E model）.

Key words: Curvature-driven, Edge-stopping, Nonlinear diffusion, Image inpainting