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The motion seems very small, I don't think you will get precise results with registration techniques. I my opinion, you best chance is with color. If you somehow manage to model the skin color then you are good. In order to do so, and seeing how much specularities you have, you may try with mixtures of gaussians (however you may have problems for white garments).
