Point cloud data has emerged as a rich source of information in the construction industry. Conventional methods for generating Building Information Models (BIMs) can be time-consuming. Digitalization of BIM generation from point clouds offers a attractive solution to overcome these challenges. By analyzing the 3D geometry and characteristics contai