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I'd just use feature matching in combination w. RANSAC, have a look at the following example: http://docs.opencv.org/2.4/doc/tutorials/features2d/feature_homography/feature_homography.html. Your reference template looks quite small but it should still work out. Try different feature detectors/descriptor combinations.