Jc. Hsu et al., VISION-BASED MOTION MEASUREMENT BY DIRECTLY EXTRACTING IMAGE FEATURESFOR VEHICULAR STEERING CONTROL, PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNALOF AUTOMOBILE ENGINEERING, 211(4), 1997, pp. 277-289
An image sensing technique is developed using image plane analysis to
measure the vehicular motion variables through an in-vehicle camera. A
new measurement model is derived to directly connect the image featur
es of vanishing point and base point with the desired motion variables
comprising heading angle, lateral deviation, yaw rate and sideslip an
gle of the vehicle. These are useful in vehicular steering control app
lications such as automatic and four-wheel steering systems for provid
ing feedback motion information in a convenient way. In order to test
the proposed vision-based measuring scheme, a computerized road scene
is simulated as the test sample using a newly proposed model for curva
ture-based road generation. Finally, experimental works are performed
using the real road scene to verify the image sensing method. Consiste
nt results are obtained by comparing with other measurements from a ya
w rate gyro and from vehicular traces left on the road.