I'm wondering if there a way to enable a CNN to learn the non-linear transfer between two images. For example, the original image looks like
The target image looks like
I would like to develop a CNN that learns the pixel-wise relationship between the two images. Then, given a new image, the CNN is able to process the image to a way that is learnt.
Please suggest where I should start?