MorphoFormer reduces building height RMSE by 0.24 m on a 54-city test set by adding a footprint-guided decoder and morphology consistency loss to a Swin backbone, while keeping footprint accuracy stable.
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
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FireDataForge automates retrieval and harmonization of 11 multi-source wildfire geospatial datasets into common-grid NumPy arrays for a given MTBS Event ID.
citing papers explorer
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Morphology-Guided Cross-Task Coupling for Joint Building Height and Footprint Estimation
MorphoFormer reduces building height RMSE by 0.24 m on a 54-city test set by adding a footprint-guided decoder and morphology consistency loss to a Swin backbone, while keeping footprint accuracy stable.
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FireDataForge: A Unified Framework for Multi-Source Wildfire Data Retrieval and Integration
FireDataForge automates retrieval and harmonization of 11 multi-source wildfire geospatial datasets into common-grid NumPy arrays for a given MTBS Event ID.