Download the package for linux

Extract into /tmp

Run terminal

Install required QT4 library : su -c "apt-get install libqtgui4-gui"

Install -qt wallet : su -c "chown -R root:root /tmp/bitcoin* && mv /tmp/bitcoin* /opt/"

Run the wallet : /opt/bitcoin*/bin/64/bitcoin-qt