GNU's Not Unix Image Manipulation Program Tool Kit Networking Object Model Environment
Or in short, Gnome. yes that indeed is the full abbreviation, according to http://uncyclopedia.org/ :)
Other fun links on uncyclopedia are RMS , ESR , Windows and Microsoft...