As far as I understand it, Gnome uses Nautilus to display the desktop, much in the same way windows uses explorer for theirs.
Code:
bash$ ps -e | grep nautilus
If this returns nothing, then just bust open a shell and type:
This should bring up a file manager window, and
should have started the desktop