This is a tutorial talk given by Prof. Steve Seitz, a professor at the University of Washington. He gave a excellent overview of the history of 3D computer vision technology. It is very interesting to see how these ideas were developed and evolve over time. (I am especially amazed by the early attempt of building a "stereo machine" back in 1957.)
The slides of this talk is also available online in his website.