ROOFN3D: DEEP LEARNING TRAINING DATA FOR 3D BUILDING RECONSTRUCTION

22 citations as recorded by crossref.

1. Detecting vertices of building roofs from ALS point cloud data G. Kong et al. 10.1080/17538947.2023.2283486
2. Roof Classification From 3-D LiDAR Point Clouds Using Multiview CNN With Self-Attention D. Shajahan et al. 10.1109/LGRS.2019.2945886
3. Efficient multi-modal high-precision semantic segmentation from MLS point cloud without 3D annotation Y. Wang et al. 10.1016/j.jag.2024.104243
4. Digital twin of a city: Review of technology serving city needs V. Lehtola et al. 10.1016/j.jag.2022.102915
5. Deep Learning for LiDAR Point Cloud Classification in Remote Sensing A. Diab et al. 10.3390/s22207868
6. Window Detection from UAS-Derived Photogrammetric Point Cloud Employing Density-Based Filtering and Perceptual Organization S. Malihi et al. 10.3390/rs10081320
7. SLOD2+WIN: semantics-aware addition and LoD of 3D window details for LoD2 CityGML models with textures X. Zhang et al. 10.1007/s00371-024-03304-7
8. Point2Roof: End-to-end 3D building roof modeling from airborne LiDAR point clouds L. Li et al. 10.1016/j.isprsjprs.2022.08.027
9. Point Transformer for Shape Classification and Retrieval of Urban Roof Point Clouds D. Shajahan et al. 10.1109/LGRS.2021.3061422
10. Modelling of buildings from aerial LiDAR point clouds using TINs and label maps M. Li et al. 10.1016/j.isprsjprs.2019.06.003
11. A Survey on Transformers for Point Cloud Processing: An Updated Overview J. Zeng et al. 10.1109/ACCESS.2022.3198999
12. Reconstruction and Efficient Visualization of Heterogeneous 3D City Models M. Buyukdemircioglu & S. Kocaman 10.3390/rs12132128
13. Geospatial Information Research: State of the Art, Case Studies and Future Perspectives R. Bill et al. 10.1007/s41064-022-00217-9
14. A Novel Deep Learning Based Classification of Building Roof Types Using Point Cloud Data M. Yildirim & F. Karsli 10.1007/s12524-024-01986-z
15. Automatic Generation of 3-D Roof Training Dataset for Building Roof Segmentation From ALS Point Clouds G. Kong & H. Fan 10.1109/TGRS.2024.3510238
16. 体素与点混合增长的机载点云屋顶平面分割 涂. Tu Jingmin et al. 10.3788/CJL240529
17. PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds Z. Chen et al. 10.1016/j.isprsjprs.2024.09.031
18. Let’s Print an Ecology in 3D (and 4D) M. Szechyńska-Hebda et al. 10.3390/ma17102194
19. Reconstruction of Complex Roof Semantic Structures from 3D Point Clouds Using Local Convexity and Consistency P. Hu et al. 10.3390/rs13101946
20. Optimal Model Fitting for Building Reconstruction From Point Clouds W. Zhang et al. 10.1109/JSTARS.2021.3110429
21. Juggling with representations: On the information transfer between imagery, point clouds, and meshes for multi-modal semantics D. Laupheimer & N. Haala 10.1016/j.isprsjprs.2021.03.007
22. 4D Building Reconstruction with Machine Learning and Historical Maps E. Farella et al. 10.3390/app11041445