A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data
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DOI: 10.1109/tgrs.2021.3125773
Abstract: During the last decades, radar sounders provided direct measurements (radargrams) of the Earth’s polar caps’ subsurface. Radargrams are of critical importance for a better understanding of glaciologic structures and processes of the ice sheet in… read more here.
Keywords: deep learning; segmentation; basal; basal units ... See more keywords
Automatic Identification of Basal Units in Ice Sheets Based on ResNet and Weight Control
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3543487
Abstract: In recent decades, radio-echo sounding (RES) has been extensively applied to study the flow and form of polar ice sheets. In certain regions within the ice sheet, the RES reveals a structure referred to as… read more here.
Keywords: ice sheets; ice; basal units; resnet weight ... See more keywords