This problem appears to be fixed. If you still see it happening please post to the help forum.
Images have been disappearing from sites recently. A 'missing image' icon appears. If there is a link to the full size image clicking on the icon will often bring it up. Sometimes doing a ctrl+refresh will make the image appear. Google has been notified of the problem.