Leveraging Deep Learning for Automated Reconstruction of Indoor Unstructured Elements in Scan-to-BIM

5 citations as recorded by crossref.

1. Indoor 3D point cloud reconstruction for scan-to-BIM automation M. Mahmoud et al. https://doi.org/10.1016/j.autcon.2026.106853
2. 3D Reconstruction of UAV Building Point Clouds via Corner Detection Based on Line Symmetric Bilateral Point Distribution Features B. Xiao et al. https://doi.org/10.3390/sym18071201
3. Deep learning for 3D point cloud processing in construction: PRISMA-based systematic review (2016–2025) C. Zhou et al. https://doi.org/10.1016/j.autcon.2026.107197
4. Automated Image-to-BIM Using Neural Radiance Fields and Vision-Language Semantic Modeling M. Mehraban et al. https://doi.org/10.3390/buildings15244549
5. Automated material-aware BIM generation using deep learning for comprehensive indoor element reconstruction M. Mahmoud et al. https://doi.org/10.1016/j.autcon.2025.106196