If you need to get a graphical interface on Linux you should install the X11  package. Basically I added the minimal number of the package that you need to get the graphical interface for  CentOS, RHEL, and  Fedora.

# yum install "@X Window System"

or
# yum install xorg-x11-xauth xorg-x11-fonts-* xorg-x11-utils