CPC G01C 21/3638 (2013.01) [B60W 40/10 (2013.01); G01C 21/3644 (2013.01); G01C 21/3694 (2013.01); B60W 2420/403 (2013.01)] | 13 Claims |
1. A method for determining a vehicle pose, the method comprising:
predicting a pose of the vehicle on a map based on sensor data acquired by a vehicle localization system;
transforming a set of map road references of a segment of a digital map from a global coordinate system to an image-frame coordinate system of a vehicle-mounted camera based on map data and the predicted pose of the vehicle, wherein the transformed set of map road references form a set of polylines in the image-frame coordinate system;
identifying a set of corresponding image road reference features in an image acquired by the vehicle-mounted camera, each identified road references feature defining a set of measurement coordinates in the image-frame;
projecting each of the identified set of image road reference features onto the formed set of polylines in order to obtain a set of projection points, wherein each projection point defines a set of projection coordinates;
determining an error parameter based on a difference between the measurement coordinates and the corresponding projection coordinates;
updating the predicted pose based on the determined error parameter; and
controlling the vehicle based on the updated pose.
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