[Plugin: WordPress SEO by Yoast] Selecting featured image for social sites

Is there a way to select what image shows up when a page is shared on facebook for example? My site always has the wrong images selected and I’d love to be able to fix each one on a case by case basis.

Thanks.

http://wordpress.org/extend/plugins/wordpress-seo/