Due to some reason Fedora12-HandBrake rpm is not working in Fedora13. So I decided to build the application from source.
Before doing this you must uninstall any previous version of HandBrake.
rpm -e `rpm -qa | grep HandBrake`
yum groupinstall -y "Development Tools" "Development Libraries" "X Software Development" "GNOME Software Development" yum install -y yasm zlib-devel bzip2-devel dbus-glib-devel libgudev1-devel webkitgtk-devel libnotify-devel gstreamer-devel gstreamer-plugins-base-devel
Downloading source code from svn
mkdir /tmp/vidyadhar cd /tmp/vidyadhar svn checkout svn://svn.handbrake.fr/HandBrake/trunk hb-trunk
Installing HandBarke from source
cd /tmp/vidyadhar/hb-trunk ./configure cd build make make install
Now we are ready to run application