Spherical Vision meets 3D Semantics: towards efficient LOD3 Model Generation for Smart Cities

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Enriching LoD2 Building Models with Façade Openings Using Oblique Imagery2025
2. 2SVI2LoD3: Agent-Driven Reconstruction of LoD3 Façade Openings in Semantic 3D City Models from Volunteered Street View Imagery using Large Language and Visual Models2026
3. 3Omni2LOD3: Extracting Façade Geometry and Semantic Features from Omnidirectional Imagery and Drone Photogrammetry2026
4. 4Why Has LOD3 Not Scaled? From Reconstruction Algorithms to the Generation of 3D City Models2026
5. 5CityZen: LOD2 building reconstruction with a point cloud-free model-driven approach2026