The invention discloses a lane boundary interactive extraction method based on vehicle-mounted
point cloud data. The method comprises the steps of obtaining a vehicle-mounted
point cloud data set, manually selecting an initial direction, training sample data, identifying and denoising lane boundary
point cloud, extracting and denoising a lane boundary center line, and fitting and extracting a vector boundary; and taking two ends of a fitting vector boundary as a new starting point and an extension direction, repeating the following steps of training the sample data until a new lane boundary cannot be obtained, and obtaining the lane boundary of the vehicle-mounted point
cloud data this time. According to the method, the GPS time is divided into scanning lines and the interactive extractionmethod is adopted, so that the complexity of single to-be-processed data can be reduced, the
data processing efficiency can be improved, and the lane vector boundary extraction precision can be improved; and meanwhile, sample data is repeatedly trained and the threshold value is updated each time when the lane vector boundary is iteratively extracted, so that the problem that the low-reflection-intensity identification line cannot be identified is effectively avoided, and interactive high-precision rapid extraction of the lane
boundary line under a complex condition is realized.