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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A Novel Semi-Supervised Convolutional Neural Network Method for Synthetic Aperture Radar Image Recognition

Cognitive Computation ◽

10.1007/s12559-019-09639-x ◽

2019 ◽

Author(s):

Zhenyu Yue ◽

Fei Gao ◽

Qingxu Xiong ◽

Jun Wang ◽

Teng Huang ◽

...

Keyword(s):

Neural Network ◽

Synthetic Aperture Radar ◽

Convolutional Neural Network ◽

Image Recognition ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Neural Network Method ◽

Network Method ◽

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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 Processing using the Supervised Textural-Neural Network Classification Algorithm

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2008.4779960 ◽

2008 ◽

Author(s):

Oscar Garcia-Pineda ◽

Ian MacDonald ◽

Beate Zimmer

Keyword(s):

Neural Network ◽

Image Processing ◽

Synthetic Aperture Radar ◽

Classification Algorithm ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Neural Network Classification ◽

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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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Deep convolutional neural network structural design for synthetic aperture radar image target recognition based on incomplete training data and displacement insensitivity

Journal of Electronic Imaging ◽

10.1117/1.jei.28.5.053002 ◽

2019 ◽

Vol 28 (05) ◽

pp. 1 ◽

Author(s):

Yuchao Hou ◽

Yanping Bai ◽

Ting Xu ◽

Huichao Yan ◽

Yan Hao ◽

...

Keyword(s):

Neural Network ◽

Synthetic Aperture Radar ◽

Convolutional Neural Network ◽

Structural Design ◽

Target Recognition ◽

Synthetic Aperture Radar Image ◽

Deep Convolutional Neural Network ◽

Training Data ◽

Radar Image ◽

Synthetic Aperture

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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 change detection based on convolutional‐curvelet neural network and partial graph‐cut

Electronics Letters ◽

10.1049/ell2.12290 ◽

2021 ◽

Author(s):

Meng Jia ◽

Cheng Zhang ◽

Zhiqiang Zhao ◽

Lei Wang

Keyword(s):

Neural Network ◽

Synthetic Aperture Radar ◽

Change Detection ◽

Graph Cut ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Image Change Detection ◽

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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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Polarimetric synthetic aperture radar image segmentation by convolutional neural network using graphical processing units

Journal of Real-Time Image Processing ◽

10.1007/s11554-017-0717-0 ◽

2017 ◽

Vol 15 (3) ◽

pp. 631-642 ◽

Author(s):

Shui-Hua Wang ◽

Junding Sun ◽

Preetha Phillips ◽

Guihu Zhao ◽

Yu-Dong Zhang

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Synthetic Aperture Radar ◽

Convolutional Neural Network ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Graphical Processing Units ◽

Graphical Processing

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