Good question.
I have had some success with changing the default photo then changing it again and again then changing it a final time to the one I really want. This has sorted out the photos in a fashion to get rid of the one I didn't want on the page and include the ones I did. That said I don't know if that method works now....I haven't done it in a long long time.