Would SIFT or SURF features actually work in this scenario, that was also one of my thoughts, but then I considered that the inputs are not photographs of the s

Would SIFT or SURF features actually work in this scenario, that was also one of my thoughts, but then I considered that the inputs are not photographs of the same objects from different angles but a painting and a manual reproduction of it. I would be really interested in knowing whether those features are robust enough under the distortions in such a scenario. And how far could one push this, could you still align the Mona Lisa with a good pencil drawing of it?