Image morphing technique is utilized to change a group of images into another in a smooth,dramatic and surrealistic way so as to reach a special purpose.Morphing will smoothly change the source image or object S to the target image T.In this smooth transition,the intermediate frame has the features of both the source image and the target image.The mesh-based image morphing technique is a technique used relatively earlier.An improvement of the technique is put forward in this paper with mesh as the base of the image morphing technique,that is,fulfilling the image morphing by the match of feature points and mesh-based image morphing.This method greatly improves the deformation and transition as well as creates realistic results.