If you'd rooted it you would know so it won't be. In which case I don't know of a way to do it.

Diskdigger app will recovery deleted photos but your phone needs to be rooted for it to work.

I've done a quick search on google and some say you can recover if saved on the external SD card using a card reader and PC recovery software.