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Stefano Zorzi

2 accepted papers

2022

PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images

CVPR 2022poster

While most state-of-the-art instance segmentation methods produce binary segmentation masks, geographic and cartographic applications typically require precise vector polygons of extracted objects instead of rasterized output. This paper introduces PolyWorld, a neural network that directly extracts…

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