AI RESEARCH
LC4-DViT: Land-cover Creation for Land-cover Classification with Deformable Vision Transformer
arXiv CS.CV
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ArXi:2511.22812v3 Announce Type: replace Land-cover underpins ecosystem services, hydrologic regulation, disaster-risk reduction, and evidence-based land planning; timely, accurate land-cover maps are. therefore. critical for environmental stewardship. Remote sensing-based land-cover classification offers a scalable route to such maps but is hindered by scarce and imbalanced annotations and by geometric distortions in high-resolution scenes.