Abstract: This paper presents a new morphing method based on the visual features.By computing the images’ skeletons，the feature vertices are decided and the shapes’ isomorphic decomposition is built then.A controllable intrinsic interpolation algorithm for local polygons is presented using the interpolation of contour polygon to control the interpolation of local polygons.Users can also control the morphing by changing the interpolation of contour polygon.Experimental results show that this method is easy and robust，and leads to natural results.