Rapid and large-scale mapping of flood inundation via integrating spaceborne synthetic aperture radar imagery with unsupervised deep learning

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2021.05.019 ◽

2021 ◽

Vol 178 ◽

pp. 36-50

Author(s):

Xin Jiang ◽

Shijing Liang ◽

Xinyue He ◽

Alan D. Ziegler ◽

Peirong Lin ◽

...

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Large Scale ◽

Synthetic Aperture ◽

Flood Inundation ◽

Radar Imagery ◽

Unsupervised Deep Learning ◽

Synthetic Aperture Radar Imagery ◽

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Notice of Removal Target retrieval in large-scale and high-resolution synthetic aperture radar imagery based on deep learning and multi-scale saliency

2016 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2016.7532698 ◽

2016 ◽

Author(s):

Song Tu ◽

Junbo Liao ◽

Yi Su

Keyword(s):

Deep Learning ◽

High Resolution ◽

Synthetic Aperture Radar ◽

Large Scale ◽

Synthetic Aperture ◽

Multi Scale ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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The development of deep learning in synthetic aperture radar imagery

2017 International Workshop on Remote Sensing with Intelligent Processing (RSIP) ◽

10.1109/rsip.2017.7958802 ◽

2017 ◽

Author(s):

C. P. Schwegmann ◽

W. Kleynhans ◽

B. P. Salmon

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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Very deep learning for ship discrimination in Synthetic Aperture Radar imagery

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729017 ◽

2016 ◽

Author(s):

C.P. Schwegmann ◽

W. Kleynhans ◽

B.P. Salmon ◽

L.W. Mdakane ◽

R.G.V. Meyer

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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HyperLi-Net: A hyper-light deep learning network for high-accurate and high-speed ship detection from synthetic aperture radar imagery

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2020.05.016 ◽

2020 ◽

Vol 167 ◽

pp. 123-153 ◽

Author(s):

Tianwen Zhang ◽

Xiaoling Zhang ◽

Jun Shi ◽

Shunjun Wei

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Ship Detection ◽

Learning Network ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

Deep Learning Network ◽

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Toward GPS-denied Navigation Utilizing Back Projection-based Synthetic Aperture Radar Imagery

Proceedings of the ION 2019 Pacific PNT Meeting ◽

10.33012/2019.16797 ◽

2019 ◽

Author(s):

Randall S. Christensen ◽

Jacob Gunther ◽

David Long

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Back Projection ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

Gps Denied Navigation ◽

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Synthetic Aperture Radar Imagery of the Ocean Surface During the Coastal Mixing and Optics Experiment

10.21236/ada636713 ◽

1997 ◽

Author(s):

Donald R. Thompson ◽

David L. Porter

Keyword(s):

Synthetic Aperture Radar ◽

Ocean Surface ◽

Synthetic Aperture ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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Wind Direction Estimates from Synthetic Aperture Radar Imagery of the Sea Surface

10.21236/ada629930 ◽

2003 ◽

Author(s):

Todd D. Sikora

Keyword(s):

Synthetic Aperture Radar ◽

Wind Direction ◽

Sea Surface ◽

Synthetic Aperture ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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Two coastline detection methods in Synthetic Aperture Radar imagery based on Level Set Algorithm

International Journal of Remote Sensing ◽

10.1080/01431161.2010.485142 ◽

2010 ◽

Vol 31 (17-18) ◽

pp. 4957-4968 ◽

Author(s):

Yue Ouyang ◽

Jinsong Chong ◽

Yirong Wu

Keyword(s):

Synthetic Aperture Radar ◽

Level Set ◽

Synthetic Aperture ◽

Detection Methods ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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Dominant wave directions and significant wave heights from synthetic aperture radar imagery of the ocean

Journal of Geophysical Research Atmospheres ◽

10.1029/96jc03674 ◽

1997 ◽

Vol 102 (C2) ◽

pp. 3473-3482 ◽

Author(s):

William J. Plant ◽

L. M. Zurk

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Significant Wave ◽

Dominant Wave ◽

Radar Imagery ◽

Wave Heights ◽

Significant Wave Heights ◽

Synthetic Aperture Radar Imagery ◽

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Understanding the significance of radiometric calibration for synthetic aperture radar imagery

2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE) ◽

10.1109/ccece.2014.6901104 ◽

2014 ◽

Author(s):

Khalid El-Darymli ◽

Peter McGuire ◽

Eric Gill ◽

Desmond Power ◽

Cecilia Moloney

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radiometric Calibration ◽

Radar Imagery ◽

Synthetic Aperture Radar Imagery ◽

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