Fig. 1.

CNN architecture adapted from SVF-Net for 2-D (slice) image registration. The two stacked $64\times 64$ image patches are supplied as input, and the output is the 2-D $64\times 64$ displacement vector field. Blue and green coloring of the features is included to explicitly depict the concatenation step.