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Probability of two images matching?

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Hello everyone. I have tons of binary images and want to sort them according to their similarities of a template. So i load a template and one of the test images. then i want to compare both of them (they are all of same size) and as result have a value in percentage that the image is matching the template. Once i get this percentage value, i am already able to sort the test images, i just need a way to calculate the similarities. the opencv matching method (http://docs.opencv.org/2.4/doc/tutorials/imgproc/histograms/template_matching/template_matching.html) doesnt seem to do the trick as far as i can see. anyone suggestions?

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