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The computation of 3D vector field is done to avoid a voxel-by-voxel comparison (as a subtraction for example).
After the non-rigid registration,
we obtain an apparent 3D displacement field u. Therefore there is
a 3D vector at each point P (u(P)) that shows its displacement over
time. On the other hand there is a deformation fonction phi at each
point P: