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measure similarity between two image

I would like to measure similarity between training data image and my testing data image. I don't want an exact match comparison, because the aspect could be slightly different or many different (some element could be at a slightly different location). And the result is similarity level. is there any function in OpenCV to solve it ?

I think my question like text recognition when it find comparison between all of letter from database.