Publications
HED-UNet: Combined segmentation and edge detection for monitoring the antarctic coastline
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Project page summarising the project
A deep active contour model for delineating glacier calving fronts
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Project page with animated inference examples and an interactive map of the test set predictions.
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard
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Interactive map showing all derived glacier frontlines
Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps
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Interactive map of the RTS footprints for the different study sites
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances
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Project page summarising the project