I guess the Gnome-specific part is that Gnome comes with the Nautilus file browser, and the instructions add a script for Nautilus.

But yea, this will work as long as you have imagemagick and Nautilus installed.

Oh I missed that part, was just looking at the script

or just run script and input pdf as argument...