Celia A. Baumhoer

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

Automated Extraction of Antarctic Glacier and Ice Shelf Fronts from Sentinel-1 Imagery Using Deep Learning

Celia A. Baumhoer, A.J. Dietz, Christof Kneisel et al. · Remote Sensing · 2019 · 151 citations · Full text

Earth Observation, Convolutional Neural Network, Glacier +21

Remote Sensing of Antarctic Glacier and Ice-Shelf Front Dynamics—A Review

Celia A. Baumhoer, A.J. Dietz, Stefan Dech et al. · Remote Sensing · 2018 · 70 citations · Full text

Geophysics, Climatology, Victoria Land +15

Remote sensing of the mountain cryosphere: Current capabilities and future opportunities for research

Liam Taylor, Duncan J. Quincey, Mark W. Smith et al. · Progress in Physical Geography Earth and Environment · 2021 · 53 citations · Full text

Geophysics, Earth Observation, Hydrologic Remote Sensing +15

Environmental drivers of circum-Antarctic glacier and ice shelf front retreat over the last two decades

Celia A. Baumhoer, A.J. Dietz, Christof Kneisel et al. · ˜The œcryosphere · 2021 · 42 citations · Full text

Glacier, Engineering, Glacial Process +16