Some research has used the text that surrounds an image in a news article as a proxy (Feng and Lapata, 2008;Deschacht and Moens, 2007).
in many cases, the surrounding text or a user-provided caption does not simply describe what is depicted in the image (since this is usually obvious to the human reader for which this text is intended), but provides additional information.