At CCPS we are developing an effective approach for the automated processing of point cloud data (obtained from various sources such as terrestrial laser scanners, RGB-depth sensors, stereo images), to enable 3D reconstruction of the physical objects and automated update of the BIM models accordingly. Robust methods and techniques of computer vision are being investigated to perform various tasks such as 3D object classification, 3D object part segmentation, and semantic segmentation in scenes.