In Gnome, you can force any application to go full screen;
Open System=>Preferences=>Keyboard shortcuts
Under “Window Management” assigne any key combinations such as “CTL+SHIFT+F” for “Toggle Fullscreen mode”.
Open any application (firefox, eclipse, ….) and press “CTRL + SHIFT + F”, the program will goes in full screen mode.