Fig. 1
From: Brain CT registration using hybrid supervised convolutional neural network
Registration results of a typical brain CT image: a is the reference image; b is the moving image; and c–e are the registration results of HSCN-Net, Demons, and VoxelMorph algorithms, respectively; f–h are the local enlarged images corresponding to the same parts in c–e. All the three registration methods can achieve spatial matching. Compared with the ventricle in e, that in c and d had better spatial matching. The deformations in f and h were smoother than those in g and were highly consistent with the smooth characteristics of tissue deformation