I had a similar problem with a Samsung Tab 2.
A message kept coming up, "not enough storage space..."
I had 3.4 GB of videos stored and was unable to open my "Gallery". Also, I was unable use my camera and was unable to delete the unwanted videos that were gunking up my tablet.
Samsung support...