Comment by steeve

Or you can use OpenCV with SIFT/SURF/ORB + KNN/RANSAC and have a very robust solution. Example [1].

OpenCV has awesome Python bindings (cv2), btw.

[1] http://stackoverflow.com/questions/2146542/opencv-surf-how-t...