Learning synthetic aperture radar image despeckling without clean data

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.026518 ◽

2020 ◽

Vol 14 (02) ◽

pp. 1

Author(s):

Gang Zhang ◽

Zhi Li ◽

Xuewei Li ◽

Yiqiao Xu

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Image Despeckling ◽

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Spatially adapted total variational model for synthetic aperture radar image despeckling

Journal of Electronic Imaging ◽

10.1117/1.jei.22.3.033019 ◽

2013 ◽

Vol 22 (3) ◽

pp. 033019

Author(s):

Huiyan Liu ◽

Jiying Liu ◽

Fengxia Yan ◽

Jobo Zhu ◽

Faming Fang

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Variational Model ◽

Image Despeckling ◽

Total Variational Model ◽

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Synthetic aperture radar image despeckling based on adaptive iterative risk estimator

Journal of Electronic Imaging ◽

10.1117/1.jei.24.4.043001 ◽

2015 ◽

Vol 24 (4) ◽

pp. 043001

Author(s):

Jian Ji ◽

Afang Chu ◽

Chunhui Zhang ◽

Fen Ren

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Risk Estimator ◽

Image Despeckling ◽

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Synthetic aperture radar image despeckling with a residual learning of convolutional neural network

Optik ◽

10.1016/j.ijleo.2020.165876 ◽

2021 ◽

Vol 228 ◽

pp. 165876

Author(s):

Ming Zhang ◽

Li-dong Yang ◽

Da-hua Yu ◽

Ju-bai An

Keyword(s):

Neural Network ◽

Synthetic Aperture Radar ◽

Convolutional Neural Network ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Residual Learning ◽

Image Despeckling ◽

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Synthetic aperture radar image despeckling via spatially adaptive shrinkage in the nonsubsampled contourlet transform domain

Journal of Electronic Imaging ◽

10.1117/1.2841040 ◽

2008 ◽

Vol 17 (1) ◽

pp. 013013 ◽

Author(s):

Qiang Sun

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Contourlet Transform ◽

Synthetic Aperture ◽

Transform Domain ◽

Nonsubsampled Contourlet Transform ◽

Spatially Adaptive ◽

Image Despeckling ◽

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Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives

IEEE Geoscience and Remote Sensing Magazine ◽

10.1109/mgrs.2021.3070956 ◽

2021 ◽

pp. 2-24

Author(s):

Giulia Fracastoro ◽

Enrico Magli ◽

Giovanni Poggi ◽

Giuseppe Scarpa ◽

Diego Valsesia ◽

...

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Learning Methods ◽

Image Despeckling ◽

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Synthetic aperture radar image despeckling via total generalised variation approach

IET Image Processing ◽

10.1049/iet-ipr.2013.0701 ◽

2015 ◽

Vol 9 (3) ◽

pp. 236-248

Author(s):

Wensen Feng ◽

Hong Lei ◽

Hong Qiao

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Variation Approach ◽

Image Despeckling ◽

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A Squint Mode Bistatic Synthetic Aperture Radar Image Formation Algorithm Based on Second Range Compression

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2006.02012 ◽

2011 ◽

Vol 30 (7) ◽

pp. 1717-1721 ◽

Author(s):

Sheng-kang Zhang ◽

Ru-liang Yang

Keyword(s):

Synthetic Aperture Radar ◽

Image Formation ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Bistatic Synthetic Aperture Radar ◽

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Supervised classification for synthetic aperture radar image

1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) ◽

10.1109/icassp.1999.757604 ◽

1999 ◽

Author(s):

X. Dupuis ◽

P. Mathieu ◽

M. Barlaud

Keyword(s):

Synthetic Aperture Radar ◽

Supervised Classification ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

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Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors

IEEE Transactions on Computational Imaging ◽

10.1109/tci.2020.3047473 ◽

2020 ◽

pp. 1-1

Author(s):

Muhammed Burak Alver ◽

Ammar Saleem ◽

Mujdat Cetin

Keyword(s):

Synthetic Aperture Radar ◽

Image Formation ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Plug And Play ◽

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Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323504 ◽

2020 ◽

Author(s):

Soronzonbold Otgonbaatar ◽

Mihai Datcu

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Quantum Annealing ◽

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