Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings

This work targets the problem of building mapping for urban planning or remote sensing applications, but it appears incremental as it focuses on dataset creation without novel methodological claims.

The paper aimed to address the problem of automatic building mapping by introducing a large-scale dataset for roof segmentation from aerial imagery, but the abstract was removed due to licensing issues, so no specific results or numbers are available.