machine learning

Large-scale 3D geospatial data for urban analytics

Creating country-wide 3D city models using artificial intelligence

Towards generating LoD2 models without aerial surveys using machine learning

The paper deals with inferring the type of roof from LOD1 models, potentially contributing to a broader context of a workflow of generating LoD2 models bypassing traditional approaches.