Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

13 August 2016

Lei Zhang

Papers citing "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

37 / 1,687 papers shown

Title
Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior Peng Liu R. Fang 14 37 0 17 Jul 2017
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 16 729 0 10 Jul 2017
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems J. C. Ye Yoseob Han Eunju Cha 30 16 0 03 Jul 2017
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach Ding Liu B. Wen Xianming Liu Zhangyang Wang Thomas S. Huang VLM 12 215 0 14 Jun 2017
SAR Image Despeckling Using a Convolutional Neural Network Puyang Wang He Zhang Vishal M. Patel 11 318 0 02 Jun 2017
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising Jun Xu Lei Zhang David C. Zhang Xiangchu Feng 11 276 0 28 May 2017
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium G. Buzzard Stanley H. Chan S. Sreehari Charles A. Bouman 13 183 0 24 May 2017
Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network Yancong Wei Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 25 374 0 22 May 2017
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI Yan Yang Jian Sun Huibin Li Zongben Xu MedIm 18 126 0 19 May 2017
Self-Committee Approach for Image Restoration Problems using Convolutional Neural Network Byeongyong Ahn N. Cho SupR 14 0 0 12 May 2017
External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising Jun Xu Lei Zhang David C. Zhang DiffM 27 126 0 12 May 2017
A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising Dufan Wu Kyungsang Kim G. El Fakhri Quanzheng Li MedIm OOD 15 65 0 11 May 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Christopher A. Metzler Ali Mousavi Richard G. Baraniuk 20 282 0 21 Apr 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt Michael Möller C. Hazirbas Daniel Cremers 14 355 0 11 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration K. Zhang W. Zuo Shuhang Gu Lei Zhang SupR 32 1,830 0 11 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini A. Bimbo GAN 25 212 0 08 Apr 2017
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool 20 517 0 08 Apr 2017
Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising Qiong Wang Xinggan Zhang Yu Wu Lan Tang Zhiyuan Zha 17 51 0 05 Apr 2017
Learning a collaborative multiscale dictionary based on robust empirical mode decomposition Rui Chen Huizhu Jia Xiaodong Xie Wen Gao 22 5 0 04 Apr 2017
Block-Matching Convolutional Neural Network for Image Denoising Byeongyong Ahn N. Cho SupR 24 45 0 03 Apr 2017
SAR image despeckling through convolutional neural networks Giovanni Chierchia D. Cozzolino Giovanni Poggi L. Verdoliva 8 240 0 02 Apr 2017
Learning Convolutional Networks for Content-weighted Image Compression Mu-Wei Li W. Zuo Shuhang Gu Debin Zhao David C. Zhang 25 399 0 30 Mar 2017
Image Restoration using Autoencoding Priors Siavash Bigdeli Matthias Zwicker DiffM 22 64 0 29 Mar 2017
Wavelet Domain Residual Network (WavResNet) for Low-Dose X-ray CT Reconstruction Eunhee Kang Junhong Min J. C. Ye MedIm OOD 25 61 0 04 Mar 2017
Multi-Scale Wavelet Domain Residual Learning for Limited-Angle CT Reconstruction Jawook Gu J. C. Ye 11 54 0 04 Mar 2017
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 98 231 0 03 Mar 2017
Deep artifact learning for compressed sensing and parallel MRI Dongwook Lee J. Yoo J. C. Ye MedIm 19 36 0 03 Mar 2017
Group Sparsity Residual Constraint for Image Denoising Zhiyuan Zha Xinggan Zhang Qiong Wang Lan Tang Yechao Bai 16 11 0 01 Mar 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 8 51 0 23 Jan 2017
Image denoising using group sparsity residual and external nonlocal self-similarity prior Zhiyuan Zha Xinggan Zhang Qiong Wang Yechao Bai Lan Tang 14 12 0 03 Jan 2017
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 13 70 0 10 Dec 2016
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis Yoseob Han J. Yoo J. C. Ye 30 203 0 19 Nov 2016
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification Woong Bae J. Yoo J. C. Ye SupR 16 176 0 19 Nov 2016
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 10 2,103 0 11 Nov 2016
Deep Identity-aware Transfer of Facial Attributes Mu-Wei Li W. Zuo David C. Zhang CVBM 16 149 0 18 Oct 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 130 989 0 25 Sep 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,947 0 15 Dec 2014