3D Machine Learning

3D city model of Hamburg, Germany. Open dataset (Freie und Hansestadt Hamburg, Landesbetrieb Geoinformation und Vermessung)

Posts

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 …

Publications

Raise the roof: towards generating LoD2 models without aerial surveys using machine learning

LoD2 models include roof shapes and thus provide added value over their LoD1 counterparts for some applications such as estimating the …