The application provides a container positioning method,
system, device and storage medium based on a
laser radar, the method comprising: acquiring first
point cloud data covering a container and a loading and unloading platform, iteratively fitting the first
point cloud data through a RANSAC
algorithm, obtaining plane equations corresponding to a plurality of dominant planes of the segmented container, calculating a current
pose of the container in a reference coordinate
system according to the plane equations of the plurality of dominant planes, and determining first
pose parameters; in the process of moving the container or the loading and unloading platform, acquiring second
point cloud data obtained by scanning the environment at the
tail of the container, performing local
feature extraction and cluster filtering on the second point
cloud data through an eight-neighborhood image
algorithm to determine the position of the
tail of the container, correcting the first
pose parameters according to the position of the
tail of the container, and outputting second pose parameters of the container. The application cooperates with a plurality of
laser radars, ensures the real-time performance and point cloud integrity of scanning detection, and improves the accuracy and efficiency of container pose measurement.