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Start first by image with one coin only then if the matching system that u use is good then u can crop each coin and pass it to your matching system.
In your matching system you can use SIFT to detect key points and find descriptors then use any matcher such as FlANN matcher to find the matches.
Finally u can use RANSAC as criteria if there is good match or not . Hope this help.
