most citedPan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings

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cs.CV2025★ 1 cited

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings

Amal S. Perera, David Fernandez, Chandi Witharana +9

Accurate mapping of permafrost landforms, thaw disturbances, and human-built infrastructure at pan-Arctic scale using sub-meter satellite imagery is increasingly critical. Handling…

cs.CV2024

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances

Konrad Heidler, Ingmar Nitze, Guido Grosse +1

Arctic Permafrost is facing significant changes due to global climate change. As these regions are largely inaccessible, remote sensing plays a crucial rule in better understanding…