Dissertation Companion Website https://konrad.heidler.info/dissertation/ Recent content on Dissertation Companion Website Hugo -- gohugo.io en © 2024 Interpretation of Structures in Polar Regions with Deep Learning Methods Sat, 30 Dec 2023 00:00:00 +0000 HED-UNet: Combined segmentation and edge detection for monitoring the antarctic coastline https://konrad.heidler.info/dissertation/publications/hed-unet/ Sat, 30 Dec 2023 00:00:00 +0000 https://konrad.heidler.info/dissertation/publications/hed-unet/ Project page summarising the project A deep active contour model for delineating glacier calving fronts https://konrad.heidler.info/dissertation/publications/cobra/ Fri, 29 Dec 2023 00:00:00 +0000 https://konrad.heidler.info/dissertation/publications/cobra/ 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 https://konrad.heidler.info/dissertation/publications/svalbard/ Sat, 23 Dec 2023 00:00:00 +0000 https://konrad.heidler.info/dissertation/publications/svalbard/ Interactive map showing all derived glacier frontlines Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps https://konrad.heidler.info/dissertation/publications/rts/ Thu, 21 Dec 2023 00:00:00 +0000 https://konrad.heidler.info/dissertation/publications/rts/ Interactive map of the RTS footprints for the different study sites PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances https://konrad.heidler.info/dissertation/publications/pixeldino/ Mon, 01 Jan 0001 00:00:00 +0000 https://konrad.heidler.info/dissertation/publications/pixeldino/ Project page summarising the project