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ORCIDKonrad Heidler
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2020 – today
- 2024
[j6]Konrad Heidler
, Ingmar Nitze, Guido Grosse, Xiaoxiang Zhu:
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024)- [i8]Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu:
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances. CoRR abs/2401.09271 (2024) - [i7]Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi:
On the Foundations of Earth and Climate Foundation Models. CoRR abs/2405.04285 (2024) - [i6]Enno Tiemann, Shanyu Zhou, Alexander Kläser, Konrad Heidler, Rochelle Schneider, Xiao Xiang Zhu:
Machine Learning for Methane Detection and Quantification from Space - A survey. CoRR abs/2408.15122 (2024) - [i5]Codrut-Andrei Diaconu, Konrad Heidler, Jonathan L. Bamber, Harry Zekollari:
Multi-Sensor Deep Learning for Glacier Mapping. CoRR abs/2409.12034 (2024) - 2023
- [j5]Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu:
Self-supervised audiovisual representation learning for remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 116: 103130 (2023) - [j4]Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu:
A Deep Active Contour Model for Delineating Glacier Calving Fronts. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [c6]Sindhu Ramanath Tarekere, Lukas Krieger, Konrad Heidler, Dana Floricioiu:
Deep Neural Network Based Automatic Grounding Line Delineation In Dinsar Interferograms. IGARSS 2023: 183-186 - [c5]Daixin Zhao, Konrad Heidler, Milad Asgarimehr, Caroline Arnold, Tianqi Xiao, Jens Wickert, Xiao Xiang Zhu, Lichao Mou:
DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks. IGARSS 2023: 1182-1185 - [d4]Tian Li, Konrad Heidler, Lichao Mou, Ádám Ignéczi, Xiao Xiang Zhu, Jonathan Bamber:
Calving Front Dataset for Marine-Terminating Glaciers in Svalbard 1985-2023. Version 1. Zenodo, 2023 [all versions]
- [d3]Tian Li, Konrad Heidler, Lichao Mou, Ádám Ignéczi, Xiao Xiang Zhu, Jonathan Bamber:
Calving Front Dataset for Marine-Terminating Glaciers in Svalbard 1985-2023. Version 2. Zenodo, 2023 [all versions] - [d2]Tian Li, Konrad Heidler, Lichao Mou, Ádám Ignéczi, Xiao Xiang Zhu, Jonathan Bamber:
Calving Front Dataset for Marine-Terminating Glaciers in Svalbard 1985-2023. Version 3. Zenodo, 2023 [all versions] - [i4]Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu:
A Deep Active Contour Model for Delineating Glacier Calving Fronts. CoRR abs/2307.03461 (2023) - 2022
- [j3]Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu:
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j2]Erik Loebel, Mirko Scheinert, Martin Horwath, Konrad Heidler, Julia Christmann, Long Duc Phan, Angelika Humbert, Xiao Xiang Zhu:
Extracting Glacier Calving Fronts by Deep Learning: The Benefit of Multispectral, Topographic, and Textural Input Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c4]Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu:
Deep Active Contour Models for Delineating Glacier Calving Fronts. IGARSS 2022: 4490-4493 - 2021
- [j1]Ingmar Nitze, Konrad Heidler, Sophia Barth, Guido Grosse:
Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps. Remote. Sens. 13(21): 4294 (2021) - [c3]Konrad Heidler, Lichao Mou, Xiao Xiang Zhu:
Seeing the Bigger Picture: Enabling Large Context Windows in Neural Networks by Combining Multiple Zoom Levels. IGARSS 2021: 3033-3036 - [c2]Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu:
Hed-Unet: A Multi-Scale Framework for Simultaneous Segmentation and Edge Detection. IGARSS 2021: 3037-3040 - [d1]Konrad Heidler, Pu Jin, Lichao Mou, Xiao Xiang Zhu:
SoundingEarth Dataset. Zenodo, 2021 - [i3]Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu:
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline. CoRR abs/2103.01849 (2021) - [i2]Yuansheng Hua, Lichao Mou, Jianzhe Lin, Konrad Heidler, Xiao Xiang Zhu:
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks. CoRR abs/2104.11200 (2021) - [i1]Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu:
Self-supervised Audiovisual Representation Learning for Remote Sensing Data. CoRR abs/2108.00688 (2021)
2010 – 2019
- 2019
- [c1]Konrad Heidler, Arnaud Fietzke:
Remote Sensing For Assessing Drought Insurance Claims in Central Europe. IGARSS 2019: 7306-7309
Coauthor Index
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