Feature descriptors
We know how to detect good points
Next question: How to match them?
Lots of possibilities (this is a popular research area)
•Simple option:  match square windows around the point
•State of the art approach:  SIFT
–David Lowe, UBC  http://www.cs.ubc.ca/~lowe/keypoints/ 
SIFT2 SIFT1
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