We present two linear algorithms for recovering the camera motion and
3D scene structure directly from the image data in a multi--image
sequence. The first algorithm generalizes the point--based approach of
Oliensis to intensities.  The second generalizes the Lucas--Kanade
optical--flow method to a direct method.