Yep, it's basically a high-speed camera mounted to a moving train, pointed at the scenery passing by. By slowing it down, you get this great hi-def, nearly 3D kind of experience, watching the people.
Learn more at this blog post from Graeme Taylor, who put it all together.
(Via kottke.org. As he says, this is lovely.)