SAR Image Despeckling by Deep Neural Networks: from a pre-trained model
to an end-to-end training strategy

SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy

28 June 2020

Emanuele Dalsasso

Papers citing "SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy"

17 / 17 papers shown

Title
Learning a Dilated Residual Network for SAR Image Despeckling Qiang Zhang Qiangqiang Yuan Jie Li Zhen Yang Xiaoshuang Ma 28 196 0 09 Sep 2017
Dilated Deep Residual Network for Image Denoising Tianyang Wang Mingxuan Sun Kaoning Hu MedIm 17 83 0 18 Aug 2017
An ELU Network with Total Variation for Image Denoising Tianyang Wang Zhengrui Qin M. Zhu 28 23 0 14 Aug 2017
Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior Peng Liu R. Fang 33 37 0 17 Jul 2017
SAR Image Despeckling Using a Convolutional Neural Network Puyang Wang He Zhang Vishal M. Patel 27 318 0 02 Jun 2017
MuLoG, or How to apply Gaussian denoisers to multi-channel SAR speckle reduction? Charles-Alban Deledalle L. Denis Sonia Tabti F. Tupin 35 146 0 18 Apr 2017
SAR image despeckling through convolutional neural networks Giovanni Chierchia D. Cozzolino Giovanni Poggi L. Verdoliva 29 242 0 02 Apr 2017
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification Woong Bae J. Yoo J. C. Ye SupR 69 177 0 19 Nov 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 114 6,962 0 13 Aug 2016
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 50 7 0 05 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 406 61,900 0 04 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 290 43,154 0 11 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 106 8,048 0 31 Dec 2014
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 164 2,243 0 18 Jun 2014
PCANet: A Simple Deep Learning Baseline for Image Classification? Tsung-Han Chan Kui Jia Shenghua Gao Jiwen Lu Zinan Zeng Yi-An Ma 88 1,497 0 14 Apr 2014
Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs Yunjin Chen René Ranftl Thomas Pock 44 114 0 13 Jan 2014