SAR Image Despeckling by Sparse Reconstruction Based on Shearlets

Acta Automatica Sinica ◽

10.1016/s1874-1029(15)30002-1 ◽

2015 ◽

Vol 41 (8) ◽

pp. 1495-1501 ◽

Author(s):

Jian JI ◽

Xiao LI ◽

Shuang-Xing XU ◽

Huan LIU ◽

Jing-Jing HUANG

Keyword(s):

Sparse Reconstruction ◽

Sar Image ◽

Image Despeckling

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Video SAR Image Despeckling by Unsupervised Learning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3045284 ◽

2020 ◽

pp. 1-10

Author(s):

Xuejun Huang ◽

Zhong Xu ◽

Jinshan Ding

Keyword(s):

Unsupervised Learning ◽

Sar Image ◽

Image Despeckling

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deSpeckNet: Generalizing Deep Learning-Based SAR Image Despeckling

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3042694 ◽

2020 ◽

pp. 1-15

Author(s):

Adugna G. Mullissa ◽

Diego Marcos ◽

Devis Tuia ◽

Martin Herold ◽

Johannes Reiche

Keyword(s):

Deep Learning ◽

Sar Image ◽

Image Despeckling

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Sar Image Despeckling Based on a Novel Total Variation Regularization Model and Gf-3 Data

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518099 ◽

2018 ◽

Author(s):

Qingjun Zhang ◽

Tengfei Li ◽

Yu Zhu ◽

Zheng Lv

Keyword(s):

Total Variation ◽

Total Variation Regularization ◽

Sar Image ◽

Image Despeckling

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Wavelet-based SAR image despeckling using Cauchy pdf modeling

2008 IEEE Radar Conference ◽

10.1109/radar.2008.4720892 ◽

2008 ◽

Author(s):

Guozhong Chen ◽

Xingzhao Liu

Keyword(s):

Sar Image ◽

Image Despeckling

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Residual encoder-decoder network introduced for multisource SAR image despeckling

2017 SAR in Big Data Era: Models, Methods and Applications (BIGSARDATA) ◽

10.1109/bigsardata.2017.8124932 ◽

2017 ◽

Author(s):

Feng Gu ◽

Hong Zhang ◽

Chao Wang ◽

Bo Zhang

Keyword(s):

Sar Image ◽

Image Despeckling

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SAR image despeckling based on G0 distribution and nonlocal TV regularization

Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) ◽

10.1109/mec.2013.6885273 ◽

2013 ◽

Author(s):

Xiangli Nie ◽

Hong Qiao ◽

Bo Zhang ◽

Suiwu Zheng

Keyword(s):

Sar Image ◽

Tv Regularization ◽

Image Despeckling

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An introduction to ENVI tools for Synthetic Aperture Radar (SAR) image despeckling and quantitative comparison of denoising filters

2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) ◽

10.1109/icpcsi.2017.8392114 ◽

2017 ◽

Author(s):

Mohammad Reza Khosravi ◽

Omid Akbarzadeh ◽

Seyed Reza Salari ◽

Sadegh Samadi ◽

Habib Rostami

Keyword(s):

Synthetic Aperture Radar ◽

Quantitative Comparison ◽

Synthetic Aperture ◽

Sar Image ◽

Image Despeckling ◽

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SAR image despeckling based on variance constrained convolutional neural network

Image and Signal Processing for Remote Sensing XXIV ◽

10.1117/12.2324252 ◽

2018 ◽

Author(s):

Jun Wang ◽

Peng Lei ◽

Tong Zheng

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Sar Image ◽

Image Despeckling

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LNPSS: SAR image despeckling based on local and non-local features using patch shape selection and edges linking

Measurement ◽

10.1016/j.measurement.2020.107989 ◽

2020 ◽

Vol 164 ◽

pp. 107989

Author(s):

Ramin Ranjbarzadeh ◽

Soroush Baseri Saadi ◽

Amir Amirabadi

Keyword(s):

Local Features ◽

Sar Image ◽

Patch Shape ◽

Shape Selection ◽

Non Local ◽

Image Despeckling

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A Practical Approach for SAR Image Despeckling Using Deep Learning

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8897918 ◽

2019 ◽

Author(s):

Khilan Ravani ◽

Shivam Saboo ◽

Jignesh S. Bhatt

Keyword(s):

Deep Learning ◽

Practical Approach ◽

Sar Image ◽

Image Despeckling

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