The different images gathered during the scanning have different spatial resolutions, can be off set from each other, have different scanning with differing starting and stopping points etc.. The Magnetic Resonance Images must be registered to each other to the pixel level. In addition, the images must be reordered and reassembled so that the images are registered, stacked together to create an image cube the different slices must be stitched together.