Welcome to iMore! Are they possibly backed up to iCloud. Visit www.icloud.com using a computer, log in using your Apple ID and password, and see if they're there. You can also try connecting your iPhone to a computer running iTunes to extract the photos but there's no guarantee that will work at this point. As a last resort, take your iPhone to a repair shop and have them replace the battery.