AUTOMATED CLASSIFICATION OF HERITAGE BUILDINGS FOR AS-BUILT BIM USING MACHINE LEARNING TECHNIQUES

27 citations as recorded by crossref.

1. Scan2Drawing: Use of Deep Learning for As-Built Model Landscape Architecture S. Han et al. https://doi.org/10.1061/JCEMD4.COENG-13077
2. Towards Semantic Photogrammetry: Generating Semantically Rich Point Clouds from Architectural Close-Range Photogrammetry A. Murtiyoso et al. https://doi.org/10.3390/s22030966
3. ML Approaches for the Study of Significant Heritage Contexts: An Application on Coastal Landscapes in Sardinia M. Cappellazzo et al. https://doi.org/10.3390/heritage7100261
4. Machine Learning Methods in BIM-Based Applications — A Review G. Ślusarczyk & B. Strug https://doi.org/10.1142/S2196888823300028
5. Implementing Artificial Intelligence in H-BIM Using the J48 Algorithm to Manage Historic Buildings D. Bienvenido-Huertas et al. https://doi.org/10.1080/15583058.2019.1589602
6. Machine learning for conservation of architectural heritage İ. Karadag https://doi.org/10.1108/OHI-05-2022-0124
7. Automated Storey Separation and Door and Window Extraction for Building Models from Complete Laser Scans K. Pexman et al. https://doi.org/10.3390/rs13173384
8. Comparison of 2D and 3D wall reconstruction algorithms from point cloud data for as-built BIM M. Bassier et al. https://doi.org/10.36680/j.itcon.2020.011
9. Automated Framework to Translate Rebar Spatial Information from GPR into BIM Z. Xiang et al. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002141
10. Developing final as-built BIM model management system for owners during project closeout: A case study Y. Lin et al. https://doi.org/10.1016/j.aei.2018.04.001
11. Reconstruction of Complex Roof Semantic Structures from 3D Point Clouds Using Local Convexity and Consistency P. Hu et al. https://doi.org/10.3390/rs13101946
12. Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure D. Billi et al. https://doi.org/10.3390/rs15081961
13. From Point Cloud Data to Building Information Modelling: An Automatic Parametric Workflow for Heritage M. Andriasyan et al. https://doi.org/10.3390/rs12071094
14. Integrating Emerging Technologies with Digital Twins for Heritage Building Conservation: An Interdisciplinary Approach with Expert Insights and Bibliometric Analysis S. Mazzetto https://doi.org/10.3390/heritage7110300
15. InfraRed Thermography and 3D-Data Fusion for Architectural Heritage: A Scoping Review N. Sutherland et al. https://doi.org/10.3390/rs15092422
16. Evaluation of Deterioration in Brick Materials in Monumental Buildings Using CNN Models M. Şahin et al. https://doi.org/10.35378/gujs.1596450
17. Semantic enrichment for BIM: Enabling technologies and applications S. Jiang et al. https://doi.org/10.1016/j.aei.2023.101961
18. Artificial intelligence (AI) and machine learning in building information modeling (BIM)-based construction cost estimation: a systematic review P. Jafary et al. https://doi.org/10.1080/10095020.2026.2651578
19. Prediction of Structural Type for City-Scale Seismic Damage Simulation Based on Machine Learning Z. Xu et al. https://doi.org/10.3390/app10051795
20. Recent Advances and Perspectives in Deep Learning Techniques for 3D Point Cloud Data Processing Z. Ding et al. https://doi.org/10.3390/robotics12040100
21. Integration of an archaeological database in a virtual reality environment: Venta Micena, Orce (Granada, Spain) archaeological site J. González-Quiñones et al. https://doi.org/10.1080/20548923.2024.2375896
22. Scan4Façade: Automated As-Is Façade Modeling of Historic High-Rise Buildings Using Drones and AI Y. Jiang et al. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000564
23. A machine learning-based prediction model for architectural heritage: The case of domed Sinan mosques O. Güzelci et al. https://doi.org/10.1016/j.daach.2024.e00370
24. Virtual Disassembling of Historical Edifices: Experiments and Assessments of an Automatic Approach for Classifying Multi-Scalar Point Clouds into Architectural Elements A. Murtiyoso & P. Grussenmeyer https://doi.org/10.3390/s20082161
25. ArchShapesNet: a novel dataset for benchmarking architectural building information modeling element classification algorithms Y. Yu et al. https://doi.org/10.1093/jcde/qwac064
26. Semi-automatic classification of digital heritage on the Aïoli open source 2D/3D annotation platform via machine learning and deep learning V. Croce et al. https://doi.org/10.1016/j.culher.2023.05.017
27. Autonomous unmanned aerial vehicles exploration for semantic indoor reconstruction using 3D Gaussian splatting H. Zhang et al. https://doi.org/10.1017/dce.2025.10017