Quality evaluation of fused images is one of the problems to be solved badly in image fusion at present. In different scenes, both choosing proper fusion algorithms to improve the existing fusion algorithm and studying new fusion algorithms are very important. The objective quality evaluation methods with no reference are overviewed. The image fusion quality evaluation method based on structural similarity is described. Finally, the development trend of image fusion quality evaluation methods is discussed.