The Affine SIFT (ASIFT) algorithm permits image comparison independent to viewpoint change. This video shows the tracking performance of ASIFT in comparison with SIFT.
More information about ASIFT can be found at
http://www.cmap.polytechnique.fr/~yu/research/ASIFT/demo.html
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