Two possible good solutions:

1. Slowly pull dental floss under the photo to lift it from the page.

2. This product works miracles in lifting photos or stickers off pages and does not harm photos in any way: Un-Du. Find it here or at your local craft or scrapbooking store. Or simply do a search on the internet to find another onliner or local retailer that carries this product.