Point cloud data has emerged as a rich source of information in the construction industry. Traditional methods for generating Building Information Models (BIMs) can be intensive. Automating of BIM generation from point clouds offers a attractive solution to overcome these challenges. By extracting the 3D geometry and attributes contained within poi