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/