Finding matches between high quality and low quality, pixelated images - is it possible ? How?

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I have a problem. My company has given me an awfully boring task. We have two databases of dialog boxes. One of these databases contains images of horrific quality, the other very high quality.

Unfortunately, the dialogs of horrific quality contain important mappings to other info.

I have been tasked with, manually, going through all the bad images and matching them to good images.

Would it be possible to automate this process to any degree? Here is an example of two dialog boxes (randomly pulled from Google images) :

Good quality image

Bad Quality image

So I am currently trying to write a program in C# to pull these photos from the database, cycle through them, find the ones with common shapes, and return theird IDs. What are my best options here ?

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