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Konrad Heidler
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HED-UNet: Combined segmentation and edge detection for monitoring the Antarctic coastline
K Heidler, L Mou, C Baumhoer, A Dietz, XX Zhu
IEEE transactions on geoscience and remote sensing 60, 1-14, 2021
1002021
Self-supervised audiovisual representation learning for remote sensing data
K Heidler, L Mou, D Hu, P Jin, G Li, C Gan, JR Wen, XX Zhu
International Journal of Applied Earth Observation and Geoinformation 116 …, 2023
332023
Developing and testing a deep learning approach for mapping retrogressive thaw slumps
I Nitze, K Heidler, S Barth, G Grosse
Remote Sensing 13 (21), 4294, 2021
312021
Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks
Y Hua, L Mou, J Lin, K Heidler, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 177, 89-102, 2021
152021
Extracting glacier calving fronts by deep learning: The benefit of multispectral, topographic, and textural input features
E Loebel, M Scheinert, M Horwath, K Heidler, J Christmann, LD Phan, ...
IEEE Transactions on Geoscience and Remote Sensing 60, 1-12, 2022
92022
DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation
D Zhao, K Heidler, M Asgarimehr, C Arnold, T Xiao, J Wickert, XX Zhu, ...
Remote Sensing of Environment 294, 113629, 2023
62023
A deep active contour model for delineating glacier calving fronts
K Heidler, L Mou, E Loebel, M Scheinert, S Lefèvre, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing, 2023
52023
Calving front monitoring at sub-seasonal resolution: a deep learning application to Greenland glaciers
E Loebel, M Scheinert, M Horwath, A Humbert, J Sohn, K Heidler, ...
The Cryosphere Discussions 2023, 1-21, 2023
52023
Seeing the bigger picture: Enabling large context windows in neural networks by combining multiple zoom levels
K Heidler, L Mou, XX Zhu
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3033 …, 2021
42021
IceLines–A new data set of Antarctic ice shelf front positions
CA Baumhoer, AJ Dietz, K Heidler, C Kuenzer
Scientific Data 10 (1), 138, 2023
32023
Remote sensing for assessing drought insurance claims in central europe
K Heidler, A Fietzke
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
32019
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard
T Li, K Heidler, L Mou, Á Ignéczi, XX Zhu, JL Bamber
Earth System Science Data Discussions 2023, 1-28, 2023
12023
Towards a deep-learning based inventory of retrogressive thaw slumps across the arctic
I Nitze, K Heidler, S Barth, G Grosse, P Bernhard
AGU Fall Meeting Abstracts 2022, C52B-01, 2022
12022
Evaluating a deep-learning approach for mapping retrogressive thaw slumps across the arctic
I Nitze, K Heidler, S Barth, A Targowicka, G Grosse
AGU Fall Meeting Abstracts 2021, B51B-05, 2021
12021
Ocean-induced glacier retreat drives mass loss in Svalbard
T Li, K Heidler, A Igneczi, S Hofer, XX Zhu, J Bamber
EGU24, 2024
2024
Sen12Landslides: A Multi-modal, Large-scale, Multi-temporal Benchmark Dataset for satellite-based Landslide Monitoring
P Höhn, K Heidler, R Behling, XX Zhu
EGU24, 2024
2024
Combining ERT and an orthophoto time series to investigate thaw-related landslides in the Canadian Arctic
S Eppinger, K Heidler, H Lantuit, M Krautblatter
EGU24, 2024
2024
A high-resolution calving front data product for marine-terminating glaciers in Svalbard
T Li, K Heidler, L Mou, Á Ignéczi, XX Zhu, JL Bamber
Earth System Science Data 16 (2), 919-939, 2024
2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances
K Heidler, I Nitze, G Grosse, XX Zhu
arXiv preprint arXiv:2401.09271, 2024
2024
Manually delineated glacier calving front locations of 27 marine-terminating glaciers from 2013 to 2021
E Loebel, M Scheinert, M Horwath, A Humbert, J Sohn, K Heidler, ...
Technische Universität Dresden, 2024
2024
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