Shape Contexts1 by Belongie, Malik, and Puzicha at Berkeley looks like a promising approach for finding point correspondences (along the lines of ICP, TPS-RPM, etc).
Give it a looksie whenever you get the time.
1 http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html
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