This post I made a while back includes some code that should fix it for you if you have a big enough image to work with. http://wordpress.org/support/topic/plugin-wordpress-seo-by-yoast-using-featured-images-thumbnail-for-facebooks-ogimage?replies=5#post-3607484
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