Different registration results on a synthetic dataset to illustrate the importance of identifying a proper registration path formed by intermediate templates. All images on the first row are registered to the template (the top-left one within the red box) along the path given by three different methods, i.e., direct pairwise, undirected graph based registration and directed graph based registration, with the results shown in the second to the fourth rows, respectively.