Only way I can see you being able to change that is if you take your URL for your image page, and post it manually to FB.
Once you've pasted in the URL, it will popup all the text from FAA, and you can click on it and edit it, to remove the 'print' bit.
(When you click the FB share on FAA, it doesnt allow you to edit it, only when you do it manually)