Sharpen a part of a image based on a target image with arUco markers

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I'm trying to detect as many arUco markers as possible around a screen, but due to the limitations of the camera it sometimes only detects 3-4 markers when the maximum of markers is 16.

So if I know the coordinates of one marker, is it possible to sharpen the image to detect the rest of the markers based on a reference image? It would be cool if it's possible to do it in OpenCV and Python which are the tools that I'm currently using.

Camera image

Reference image

I have not tried anything yet because I can't find anything similar online about this topic.

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