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answered 2013-04-13 05:25:49 -0600
Image matching is done by using one of the two following approaches:
You can look at the tutorials on how to do feature matching with feature points:
http://docs.opencv.org/doc/tutorials/features2d/table_of_content_features2d/table_of_content_features2d.html#table-of-content-feature2d
Or there are tons of guides online for BoW matching like this one:
http://www.morethantechnical.com/2011/08/25/a-simple-object-classifier-with-bag-of-words-using-opencv-2-3-w-code/