Classification of suspicious regions within ultrawideband radar images of the breast

2008 ◽  
Author(s):  
R.C. Conceicao ◽  
D. Byrne ◽  
M. O'Halloran ◽  
M. Glavin ◽  
E. Jones
Keyword(s):  
Radar Images ◽  
Ultrawideband Radar

Model-based classification of radar images

2000 ◽  
Vol 46 (5) ◽  
pp. 1842-1854 ◽  
Author(s):  
Hung-Chih Chiang ◽  
R.L. Moses ◽  
L.C. Potter
Keyword(s):  
Radar Images ◽  
Model Based

scholarly journals End-to-End Classification Network for Ice Sheet Subsurface Targets in Radar Imagery

2020 ◽  
Vol 10 (7) ◽  
pp. 2501
Author(s):  
Yiheng Cai ◽  
Shaobin Hu ◽  
Shinan Lang ◽  
Yajun Guo ◽  
Jiaqi Liu
Keyword(s):  
Ice Sheet ◽  
Future Evolution ◽  
Radar Images ◽  
Learning Techniques ◽  
Testing Data ◽  
Radar Imagery ◽  
Spatial Pyramid Pooling ◽  
End To End ◽  
Comprehensive Study

Sea level rise, caused by the accelerated melting of glaciers in Greenland and Antarctica in recent decades, has become a major concern in the scientific, environmental, and political arenas. A comprehensive study of the properties of the ice subsurface targets is particularly important for a reliable analysis of their future evolution. Newer deep learning techniques greatly outperform the traditional techniques based on hand-crafted feature engineering. Therefore, we propose an efficient end-to-end network for the automatic classification of ice sheet subsurface targets in radar imagery. Our network uses bilateral filtering to reduce noise and consists of ResNet module, improved Atrous Spatial Pyramid Pooling (ASPP) module, and decoder module. With radar images provided by the Center of Remote Sensing of Ice Sheets (CReSIS) from 2009 to 2011 as our training and testing data, experimental results confirm the robustness and effectiveness of the proposed network in radargram.

scholarly journals Classification of rainfall radar images using the scattering transform

2018 ◽  
Vol 556 ◽  
pp. 972-979 ◽  
Author(s):  
Mathieu Lagrange ◽  
Hervé Andrieu ◽  
Isabelle Emmanuel ◽  
Gerard Busquets ◽  
Stéphane Loubrié
Keyword(s):  
Radar Images ◽  
Scattering Transform
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