AUTOMATED-VEHICLE 3D ROAD-MODEL AND LANE-MARKING DEFINITION SYSTEM
A road-model-definition system suitable for an automated-vehicle includes a camera, a lidar-unit, and a controller. The camera used is to provide an image of an area proximate to a host-vehicle. The lidar-unit is used to provide a point-cloud descriptive of the area. The controller is in communication with the camera and the lidar-unit. The controller is configured to determine an image-position of a lane-marking in the image, select ground-points from the point-cloud indicative of a travel-surface, determine coefficients of a three-dimensional (3D) road-model based on the ground-points, and determine a transformation to map the lane-marking in the image onto the travel-surface based on the image-position of a lane-marking and the 3D road-model and thereby obtain a 3D marking-model.
1 . A road-model-definition system suitable for an automated-vehicle, said system comprising:
a camera used to provide an image of an area proximate to a host-vehicle;
a lidar-unit used to provide a point-cloud descriptive of the area; and
a controller in communication with the camera and the lidar-unit, said controller configured to
determine an image-position of a lane-marking in the image,
select ground-points from the point-cloud indicative of a travel-surface,
determine a three-dimensional (3D) road-model of the travel-surface based on the ground-points, and
determine a transformation that maps the lane-marking in the image onto the travel-surface based on the image-position of a lane-marking and the 3D road-model and thereby obtain a 3D lane-model.
2 . The system in accordance with claim 1 , wherein the ground-points are those from the point-cloud characterized with a height-value less than a height-threshold.
3 . The system in accordance with claim 1 , wherein the 3D road-model is derived from a polynomial-model of the ground-points.
4 . The system in accordance with claim 3 , wherein the 3D road-model corresponds to a bi-quadratic-model of the polynomial-model.
5 . The system in accordance with claim 1 , wherein the 3D road-model characterizes the lane-marking using two 2D cubic-polynomials based on a horizontal-curvature and a vertical-curvature of the lane-marking.