2 papers
cs.CV2025
Deep Learning-based Scalable Image-to-3D Facade Parser for Generating Thermal 3D Building Models
Yinan Yu, Alex Gonzalez-Caceres, Samuel Scheidegger +2
Renovating existing buildings is essential for climate impact. Early-phase renovation planning requires simulations based on thermal 3D models at Level of Detail (LoD) 3, which inc…
cs.CV2024
Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data
Josie Harrison, Alexander Hollberg, Yinan Yu
Computer vision models trained on Google Street View images can create material cadastres. However, current approaches need manually annotated datasets that are difficult to obtain…