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Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

12 August 2015

Papers citing "Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration"

50 / 376 papers shown

Title
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning Ding Liu Bihan Wen Jianbo Jiao Xianming Liu Zhangyang Wang Thomas S. Huang 77 149 0 06 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 31 1 0 03 Sep 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 87 72 0 20 Aug 2018
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems Risheng Liu Shichao Cheng Yi He Xin-Yue Fan Zhouchen Lin Zhongxuan Luo 81 68 0 16 Aug 2018
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling Bihan Wen Yanjun Li Y. Bresler 87 11 0 03 Aug 2018
Multi-bin Trainable Linear Unit for Fast Image Restoration Networks Shuhang Gu Radu Timofte Luc Van Gool AI4CE SupR 66 6 0 30 Jul 2018
Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse Representations Cem Tarhan G. Akar SupR 36 2 0 20 Jul 2018
Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding W. Dong Zhangxi Yan Guangming Shi Xin Li 70 3 0 18 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 120 919 0 12 Jul 2018
External Patch-Based Image Restoration Using Importance Sampling Milad Niknejad J. Bioucas-Dias Mário A. T. Figueiredo 36 8 0 09 Jul 2018
A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina Yang Yue Liuyuan He Gan He Jian K. Liu Kai Du Yonghong Tian Tiejun Huang 19 2 0 15 Jun 2018
A Flexible Convolutional Solver with Application to Photorealistic Style Transfer Gilles Puy P. Pérez 3DH 26 1 0 13 Jun 2018
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia Ayan Chakrabarti 60 27 0 13 Jun 2018
DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal Xiaoshuai Zhang Wenhan Yang Yueyu Hu Jiaying Liu 92 122 0 08 Jun 2018
Non-Local Recurrent Network for Image Restoration Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 256 634 0 07 Jun 2018
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 142 222 0 06 Jun 2018
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images Honggang Chen Xiaohai He L. Qing Shuhua Xiong Truong Thao Nguyen 70 48 0 27 May 2018
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration Xiaoshuai Zhang Yiping Lu Jiaying Liu Bin Dong 89 51 0 20 May 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 79 656 0 18 May 2018
Acceleration of RED via Vector Extrapolation Tao Hong Yaniv Romano Michael Elad 58 16 0 06 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 307 1,193 0 04 May 2018
Rendition: Reclaiming what a black box takes away P. Milanfar 56 12 0 23 Apr 2018
Im2Avatar: Colorful 3D Reconstruction from a Single Image Yongbin Sun Ziwei Liu Yue Wang Sanjay E. Sarma 3DV 72 33 0 17 Apr 2018
Simultaneous Fidelity and Regularization Learning for Image Restoration Dongwei Ren W. Zuo David C. Zhang Lei Zhang Ming-Hsuan Yang 73 76 0 12 Apr 2018
Deep Neural Networks Motivated by Partial Differential Equations Lars Ruthotto E. Haber AI4CE 161 492 0 12 Apr 2018
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems Franziska Schirrmacher Thomas Köhler Christian Riess 58 5 0 06 Apr 2018
Lifting Layers: Analysis and Applications Peter Ochs Tim Meinhardt Laura Leal-Taixe Michael Möller 49 7 0 23 Mar 2018
Group Sparsity Residual with Non-Local Samples for Image Denoising Zhiyuan Zha Xinggan Zhang Qiong Wang Yechao Bai Lan Tang Xin Yuan 43 13 0 22 Mar 2018
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising Cristóvão Cruz A. Foi V. Katkovnik K. Egiazarian 51 101 0 06 Mar 2018
Learning Filter Bank Sparsifying Transforms L. Pfister Y. Bresler 67 28 0 06 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 88 12 0 28 Feb 2018
Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for Iterative Image Recovery Il Yong Chun Jeffrey A. Fessler 64 70 0 20 Feb 2018
Fast, Trainable, Multiscale Denoising Sungjoon Choi J. Isidoro Pascal Getreuer P. Milanfar 74 6 0 16 Feb 2018
Convolutional Analysis Operator Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 107 47 0 15 Feb 2018
Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks Lijun Zhao H. Bai Feng Li Anhong Wang Yao-Min Zhao 3DV 27 1 0 02 Feb 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 90 425 0 21 Jan 2018
DeepISP: Towards Learning an End-to-End Image Processing Pipeline Eli Schwartz Raja Giryes A. Bronstein VLM 79 227 0 20 Jan 2018
Multiple Description Convolutional Neural Networks for Image Compression Lijun Zhao H. Bai Anhong Wang Yao-Min Zhao 67 50 0 20 Jan 2018
Learning a Virtual Codec Based on Deep Convolutional Neural Network to Compress Image Lijun Zhao H. Bai Anhong Wang Yao-Min Zhao 111 38 0 16 Dec 2017
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 78 127 0 15 Dec 2017
Chaining Identity Mapping Modules for Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli 62 11 0 08 Dec 2017
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 84 80 0 07 Dec 2017
BLADE: Filter Learning for General Purpose Computational Photography Pascal Getreuer Ignacio Garcia Dorado J. Isidoro Sungjoon Choi Frank Ong P. Milanfar 84 29 0 29 Nov 2017
Universal Denoising Networks : A Novel CNN Architecture for Image Denoising Stamatios Lefkimmiatis OOD SupR 67 12 0 21 Nov 2017
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework Risheng Liu Xin-Yue Fan Shichao Cheng Xiangyu Wang Zhongxuan Luo 92 26 0 21 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 142 2,140 0 11 Oct 2017
A Review of Convolutional Neural Networks for Inverse Problems in Imaging Michael T. McCann Kyong Hwan Jin M. Unser 3DV 68 595 0 11 Oct 2017
Deep Mean-Shift Priors for Image Restoration Siavash Bigdeli Meiguang Jin Paolo Favaro Matthias Zwicker 55 137 0 12 Sep 2017
Dilated Deep Residual Network for Image Denoising Tianyang Wang Mingxuan Sun Kaoning Hu MedIm 78 83 0 18 Aug 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche Pavan Turaga A. Ashok 58 115 0 15 Aug 2017