Private Mode Lost Gallery

[Ropenoob]

So...I used private mode to protect a particular album in my gallery. I cracked my screen so in preparation for a replacement phone I used Smart Switch to backup phone contents before wiping phone clean.

New phone arrives and I restore from the recent backup using smart switch. All successful but no hidden private mode photos. Any ideas if I can retrieve these or lost for good?