1st, for me, I never, ever, do backups on Pictures!
what a horrible waste of space.
Transfer them to a PC is best, more space there.
use a cloud connect at worst, horrible Data costs involved though.
I only backup the apps, my Contacts list and SMS... and Nova homescreens, the rest of it is expendable.