A method for generating mesh from an image. The method includes inputting an image; setting a quality bound and a fidelity bound for a mesh to be generated; generating an initial mesh for the image with a maximum fidelity and a very high quality; generating a refined mesh by coarsening the initial mesh while maintaining the quality bound and the fidelity bound. The refined mesh includes a smaller number of elements than that of the initial mesh.