lightbox moves around on mobile view

This seems to work great on a desktop browser, but when I view the page on my phone, the lightbox centers on something bigger than the viewport. When I scroll to see the image, it jumps to a new position mostly out of sight.

http://wordpress.org/extend/plugins/prettyphoto-media/