The application provides a three-dimensional road line extraction method and related equipment, comprising: obtaining binocular image data and inertial navigation positioning data of a research area based on a vehicle-mounted platform; performing
parallax estimation on the binocular image data according to the inertial navigation positioning data to obtain a visual three-dimensional
point cloud; determining a region with the binocular camera as the center and a preset distance as the
radius as a target region in the research area, extracting the visual three-dimensional
point cloud in the target region, and converting the visual three-dimensional
point cloud in the target region to obtain a
road surface bird's-eye view and a point cloud
elevation map of the target region; inputting the
road surface bird's-eye view and the point cloud
elevation map into a lane line detection network to extract a road line, and obtaining a three-dimensional road line and a three-dimensional coordinate of the road line; compared with the prior art, the problems of low precision, poor robustness and high detection cost of the current road line recognition method
in vehicle-mounted images are overcome, and the efficiency and quality of road line detection
in vehicle-mounted images are improved.