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Nora Gourmelon
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Calving Fronts and Where to Find Them: A Benchmark Dataset and Methodology for Automatic Glacier Calving Front Extraction from SAR Imagery
N Gourmelon, T Seehaus, M Braun, A Maier, V Christlein
Earth System Science Data Discussions 2022, 1-37, 2022
132022
Implications of experiment set-ups for residential water end-use classification
N Gourmelon, S Bayer, M Mayle, G Bach, C Bebber, C Munck, C Sosna, ...
Water 13 (2), 236, 2021
122021
Out-of-the-box calving front detection method using deep-learning
O Herrmann, N Gourmelon, T Seehaus, A Maier, J Fürst, MH Braun, ...
The Cryosphere Discussions 2023, 1-24, 2023
22023
AMD-HookNet for glacier front segmentation
F Wu, N Gourmelon, T Seehaus, J Zhang, M Braun, A Maier, V Christlein
IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023
22023
A Benchmark Dataset for Radio Echo Sounding Data
M Dreier, N Gourmelon, M Koch, T Seehaus, M Braun, A Maier, ...
EGU24, 2024
2024
Large-scale and High-resolution Frontal Ablation Estimates in the Arctic through a Machine Learning Approach
D Pyles, N Gourmelon, V Christlein, T Seehaus
EGU24, 2024
2024
AI classification of marine birds and mammals based on aerial imagery of the German North and Baltic Seas
C Sommer, M Seuret, N Gourmelon, V Christlein, M Braun
EGU24, 2024
2024
Contextual HookFormer for Glacier Calving Front Segmentation
F Wu, N Gourmelon, T Seehaus, J Zhang, M Braun, A Maier, V Christlein
IEEE Transactions on Geoscience and Remote Sensing, 2024
2024
Caffe-A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery
N Gourmelon, T Seehaus, J Klink, M Braun, A Maier, V Christlein
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Conditional Random Fields for Improving Deep Learning-Based Glacier Calving Front Delineations
N Gourmelon, J Klink, T Seehaus, M Braun, A Maier, V Christlein
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Comparability of Deep Learning Techniques for Calving Front Segmentation in SAR Imagery
N Gourmelon, T Seehaus, M Braun, A Maier, V Christlein
EGU General Assembly Conference Abstracts, EGU-5069, 2023
2023
Dissecting Glaciers-Can an Automated Bio-Medical Image Segmentation Tool also Segment Glaciers?
N Gourmelon, T Seehaus, M Braun, A Maier, V Christlein
EGU General Assembly Conference Abstracts, EGU22-2726, 2022
2022
Tapping the Potential of Earth Observation-Calving Front Detection in SAR Images using Deep Learning Techniques
N Gourmelon, T Seehaus, AA Davari, M Braun, A Maier, V Christlein
EGU General Assembly Conference Abstracts, EGU21-11280, 2021
2021
Implications of Experiment Set-Ups for Residential Water End-Use Classification
N Gourmelon, S Bayer, M Mayle, G Bach, C Bebber, C Munck, C Sosna, ...
5th International Electronic Conference on Water Sciences, 2020
2020
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