GNOME originally stood for GNU Network Object Model Environment, so both G's are in some pedantic sense the same.

I don't think there's a very close relationship between GNOME and GIMP, but do keep in mind that GTK, the 'defining' part of GNOME, originated in GIMP (Gimp ToolKit!)