Weber, J. and Koller, D. and Malik, J. and Luong, Q.-T. The Use of Binocular Vision for Hazard Detection and Vehicle Control. SPIE International Technical Working Group Newsletter, vol. 4, no. 2, 1995.
Introduction
Proposes a new approach for vision based longitudinal and lateral vehicle control which makes extensive use of binocular stereopsis. Longitudinal control-i.e. maintaining a safe, constant distance from the vehicle in front-is supported by detecting and measuring the distances to leading vehicles using binocular stereo. A known camera geometry with respect to the locally planar road is used to map the images of the road plane in the two camera views into alignment. Any significant residual image disparity then indicates an object not lying in the road plane and hence a potential obstacle. This approach allows the separation of image features into those lying in the road plane, e.g. lane markers, and those due to other objects. The features which lie on the road are stationary in the scene and appear to move only because of the ego motion of the vehicle. Measurements on these features allow (a) a dynamic camera calibration update and (b) support the search for lane marker, which are used for lateral control.
