I have two sets of point clouds, registered with ICP method. However since the object was moving a bit during the registration, different views are not aligned completely. The solution should be sought in nonlinear registration rather than linear ICP. Is there any code written in Matlab to do it? And of course I will appreciate any ideas to help me write such code.

Note that the data I have are in the form of point clouds.