Michael Brunklaus

Exploiting structural repetition for synthetic training data generation in LiDAR point cloud segmentation

Maintaining aging tunnel infrastructure requires inspection supported by digital tools such as Building Information Models (BIMs). Scan-to-BIM methods based on deep learning automate BIM creation from Light Detection and Ranging (LiDAR) point clouds. However, supervised training...