Road Extraction

Leveraging Crowdsourced GPS Data for Road Extraction From Aerial Imagery

Leveraging crowdsourced GPS data to improve and support road extraction from aerial imagery.

Combining Satellite Imagery and GPS Data for Road Extraction

Combining satellite imagery with GPS data to improve road extraction quality

Stacked U-Nets with Multi-output for Road Extraction

Stacked U-Nets, auxiliary supervision, and topology-aware post-processing for extracting connected roads from satellite imagery.