GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions
Geospatial artificial intelligence (GeoAI) is an interdisciplinary field that has received
tremendous attention from both academia and industry in recent years. This article reviews …
tremendous attention from both academia and industry in recent years. This article reviews …
Leveraging crowdsourced GPS data for road extraction from aerial imagery
Deep learning is revolutionizing the map** industry. Under lightweight human curation,
computer has generated almost half of the roads in Thailand on Open-StreetMap (OSM) …
computer has generated almost half of the roads in Thailand on Open-StreetMap (OSM) …
Road extraction with satellite images and partial road maps
Road extraction is a process of automatically generating road maps mainly from satellite
images. Existing models all target to generate roads from the scratch despite that a large …
images. Existing models all target to generate roads from the scratch despite that a large …
Road network reconstruction from satellite images with machine learning supported by topological methods
Automatic Extraction of road network from satellite images is a goal that can benefit and
even enable new technologies. Methods that combine machine learning (ML) and computer …
even enable new technologies. Methods that combine machine learning (ML) and computer …