Desktop Picture

I'm having problems witth the desktop picture. I want it to shift through every picture in a certain folder, and there are a lot, so I want it to show them at random. Instead, it eventually keeps repeating a random selection, so that I have to reset it. Eventually, it also often gets stuck.

Removing the preference file did not work.