A deep learning architecture for semantic segmentation of radar sounder data
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 …
Earth's polar caps' subsurface. Radargrams are of critical importance for a better …
Feature tracing in radio-echo sounding products of terrestrial ice sheets and planetary bodies
Radio-echo sounding (RES) is a useful technique for measuring the subsurface properties
of ice sheets and glaciers. One of the most important and unique outcomes is the mapping of …
of ice sheets and glaciers. One of the most important and unique outcomes is the mapping of …
A weakly supervised transfer learning approach for radar sounder data segmentation
Airborne radar sounders (RSs) are active sensors that acquire subsurface data for Earth
observation. RS data (radargrams) provide information on buried geology by imaging …
observation. RS data (radargrams) provide information on buried geology by imaging …
Multi-class change detection of remote sensing images based on class rebalancing
H Tang, H Wang, X Zhang - International Journal of Digital Earth, 2022 - Taylor & Francis
Multi-class change detection can make various ground monitoring projects more efficient
and convenient. With the development of deep learning, the multi-class change detection …
and convenient. With the development of deep learning, the multi-class change detection …
Unsupervised semantic segmentation of radar sounder data using contrastive learning
E Donini, M Amico, L Bruzzone… - Image and Signal …, 2022 - spiedigitallibrary.org
Radar Sounders (RSs) are active sensors widely used for planetary exploration and Earth
observation that probe the subsurface in a non-intrusive way by acquiring vertical profiles …
observation that probe the subsurface in a non-intrusive way by acquiring vertical profiles …
Automatic Detection of Basal Units Beneath Antarctic Ice Sheet in Radargram Based on Deep Learning
Sea level rise, caused by accelerated melting of glaciers in Greenland and Antarctica in
recent decades, has become a major concern in scientific, environmental, and political …
recent decades, has become a major concern in scientific, environmental, and political …