Title :
Active contour road model for smart vehicle
Author :
Yagi, Yasuhi ; Brady, Michael ; Kawasaki, Yoshiteru ; Yachida, Masahiko
Author_Institution :
Grad. Sch. of Eng. Sci., Osaka Univ., Japan
Abstract :
We propose a method to solve the general problem of road tracking and 3D-shape reconstruction for a smart vehicle. The method assumes that the road boundaries are parallel and that the width of the road is constant. We then detect and track the road region in the image using active contour models subject to a parallelism constraint. The system then generates a 3D-road model from a single image. We evaluate the effectiveness of the method by applying to real road scenes comprising more than 2000 images
Keywords :
active vision; image reconstruction; matrix algebra; road vehicles; 3D road model; 3D shape reconstruction; active contour road model; road boundaries; road tracking; smart vehicle; Active contours; Automotive engineering; Cameras; Image reconstruction; Image segmentation; Intelligent vehicles; Iterative algorithms; Layout; Road vehicles; Shape;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.903668