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11/30/2021
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
Most state-of-the-art instance segmentation methods produce binary segme...
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04/13/2021
Machine-learned 3D Building Vectorization from Satellite Imagery
We propose a machine learning based approach for automatic 3D building r...
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07/24/2020
Machine-learned Regularization and Polygonization of Building Segmentation Masks
We propose a machine learning based approach for automatic regularizatio...
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07/24/2020
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images
In the fast developing countries it is hard to trace new buildings const...
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07/23/2020