| CPC G06T 7/80 (2017.01) [G06T 5/80 (2024.01); G06T 7/248 (2017.01); G06T 2207/30252 (2013.01)] | 20 Claims |

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1. A vision system for a vehicle comprising:
a camera configured to generate one of distorted and undistorted images; and
an alignment system configured to:
generate a region of interest (ROI) for the camera;
generate a bird's eye view (BEV) homography to convert undistorted points in the ROI to BEV points;
generate a BEV image based on the one of distorted and undistorted images and one of the BEV homography and an updated BEV homography;
adaptively update the BEV homography to generate the updated BEV homography;
detect current locations of features in the BEV image;
predict future locations of the features for a next BEV image;
compare the current locations of the features in the BEV image with prior predicted locations; and
convert the BEV points in the BEV image to an undistorted points in a perspective undistorted image using an inverse of the updated BEV homography.
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