A hybrid pipeline combines semantic segmentation of point clouds with topology-aware reconstruction to generate BIM models, introduces the vIoU evaluation metric, and releases the DeKH dataset with demonstrated gains over RANSAC baselines.
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BIMStruct3D: A Fully Automated Hybrid Learning Scan-to-BIM Pipeline with Integrated Topology Refinement
A hybrid pipeline combines semantic segmentation of point clouds with topology-aware reconstruction to generate BIM models, introduces the vIoU evaluation metric, and releases the DeKH dataset with demonstrated gains over RANSAC baselines.