Thanks sjensen, that worked perfectly.
For those who are looking for the answer, this how I had it done:
$ export DISPLAY=:0.0
$ vlc -I dummy [the rest of the options]
Also, I configured the KDE/Gnome to auto login to non-root user so that I don't need to manually login first everyday.