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This slide gives an overview of registration.
On the left top we have two scans of a couch. In both scans, the range data is expressed in the sensor coordinate system. The idea in registration is to align the data sets.
We interactively determine an initial alignment by marking a few corresponding points in the data sets and by aligning the marked points. This initial registration is then automatically refined to improve the alignment.