That doesn't really tell where the phrase came from. Wing Zero was a console game that was badly translated. The phrase "All your base belong to us!" really caught on, and to a lesser extent, so did "someone set up us the bomb!" ( yes "up" and "us" are ecactly as it says in my quote, but everyone automaticly turns them around )
The evil guy in the purple ( the villian) is Kats. You will see him mentioned too.