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I would link to another post with good answer on how to refine matches : http://stackoverflow.com/questions/8118825/how-to-reduce-matches-in-opencv-pattern-recognition
There are several ways to improve the matching performances, basically by making sure that the matches you have found are reliable. I think this is the way to go, rather than trying to improve the preprocessing on your images.
