A novel algorithm is presented for determining the orientation of road
vehicles in traffic scenes using video images. The algorithm requires
no specific 3-D vehicle models and only uses local image gradient val
ues. It may easily be implemented in real-time, Experimental results w
ith a variety of vehicles in routine traffic scenes are included to de
monstrate the effectiveness of the algorithm.