Konrad Heidler

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

Konrad Heidler, Lichao Mou, Celia A. Baumhoer et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 177 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps

Ingmar Nitze, Konrad Heidler, Sophia Barth et al. · Remote Sensing · 2021 · 69 citations · Full text

Climatology, Earth Observation, Data Augmentation +15

Extracting Glacier Calving Fronts by Deep Learning: The Benefit of Multispectral, Topographic, and Textural Input Features

Erik Loebel, Mirko Scheinert, Martin Horwath et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 46 citations

Earth Observation, Geometric Learning, Convolutional Neural Network +21

DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation

Daixin Zhao, Konrad Heidler, Milad Asgarimehr et al. · Remote Sensing of Environment · 2023 · 44 citations

Meteorology, Engineering, Physical Oceanography +7

Self-supervised audiovisual representation learning for remote sensing data

Konrad Heidler, Lichao Mou, Di Hu et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 42 citations · Full text