Custom FB share link image.
Include these in the of the page
Also, the images on the page must be publicly accessible to the Facebook crawler. You should specify absolute url's like http://example.com/yourimage.jpg instead of just /yourimage.jpg.
Then go to Facebook debug and re-crawl