There is no a perfect algorithm for image fusion application.Each of them has advantages and shortages.Aiming at this problem the paper proposes a new method that adopts twice image fusion.It gets the final image by a simple pixel choosing from the two images obtained from two fusion algorithms.It can remain the advantages and avoid the shortages of each algorithm.Experiment shows that the method is better than the conventional methods.