Extracting rectangle objects from image.

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I have a image of a vehicle that is processed using MSER. I am stuck on how to properly extract just the rectangular license plate in the image. I made several attempts but I still picked up the surrounding edges around the license plate together with it. Any ideas on how to get just the license plate? Thanks in advance!

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