Konrad Heidler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances. CoRR (2024)
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 (2023)
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 (2023)
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)
Sindhu Ramanath Tarekere, Lukas Krieger, Konrad Heidler, Dana Floricioiu
Deep Neural Network Based Automatic Grounding Line Delineation In Dinsar Interferograms. IGARSS (2023)
Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
A Deep Active Contour Model for Delineating Glacier Calving Fronts. CoRR (2023)
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 (2022)
Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
Deep Active Contour Models for Delineating Glacier Calving Fronts. IGARSS (2022)
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 (2022)
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)
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 (2021)
Ingmar Nitze, Konrad Heidler, Sophia Barth, Guido Grosse
Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps. Remote. Sens. 13 (21) (2021)
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 (2021)
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)
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 (2021)
Konrad Heidler, Arnaud Fietzke
Remote Sensing For Assessing Drought Insurance Claims in Central Europe. IGARSS (2019)