Druhin Abrol

Enhancing semantic segmentation of construction scenes using IFC-derived synthetic point clouds for geometric Digital Twins

Accurate semantic segmentation of as-built point clouds is foundational for Digital Twin Construction, yet training deep learning models is constrained by data scarcity in the AEC sector. This study presents a method to create semantically labeled synthetic point clouds from IFC models, and employs geometric augmentati...