Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

50 / 325 papers shown

Title
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 22 467 0 13 May 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 22 272 0 13 May 2021
Winograd Algorithm for AdderNet Wenshuo Li Hanting Chen Mingqiang Huang Xinghao Chen Chunjing Xu Yunhe Wang 27 8 0 12 May 2021
Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network Yang Liu Saeed Anwar Zhenyue Qin Pan Ji Sabrina Caldwell Tom Gedeon OOD 19 15 0 11 May 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai Jingwen He Qiao Yu Chao Dong GAN 19 18 0 07 May 2021
Invertible Denoising Network: A Light Solution for Real Noise Removal Yang Liu Zhenyue Qin Saeed Anwar Pan Ji Dongwoo Kim Sabrina Caldwell Tom Gedeon 81 143 0 21 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 33 7 0 06 Apr 2021
Variational Deep Image Denoising Jae Woong Soh N. Cho OOD 8 1 0 02 Apr 2021
Deep Contrastive Patch-Based Subspace Learning for Camera Image Signal Processing Yunhao Yang Yi Wang Chandrajit L. Bajaj 24 0 0 01 Apr 2021
JDSR-GAN: Constructing An Efficient Joint Learning Network for Masked Face Super-Resolution Guangwei Gao Lei Tang Fei Wu Huimin Lu Jian Yang SupR CVBM 26 11 0 25 Mar 2021
Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser Yue Cao Xiaohe Wu Shuran Qi Xiao-Chang Liu Zhongqin Wu W. Zuo 31 13 0 18 Mar 2021
COLA-Net: Collaborative Attention Network for Image Restoration Chong Mou Jian Zhang Xiaopeng Fan Hangfan Liu Ronggang Wang 20 74 0 10 Mar 2021
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising Junaid Malik S. Kiranyaz Mehmet Yamaç E. Guldogan Moncef Gabbouj SupR 26 4 0 04 Mar 2021
Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask Avinash Paliwal Libing Zeng N. Kalantari VGen 18 8 0 04 Mar 2021
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu Ke Sun Dong Liu Zhiwei Xiong Zhengjun Zha 24 10 0 24 Feb 2021
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising Kanggeun Lee Won-Ki Jeong 20 35 0 19 Feb 2021
NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising Maoyuan Xu Xiaoping Xie 29 14 0 17 Feb 2021
Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery Moran Xu Dianlin Hu Weifei Wu Weiwen Wu GAN MedIm 33 0 0 08 Feb 2021
Mask-GVAE: Blind Denoising Graphs via Partition Jia Li Mengzhou Liu Honglei Zhang Pengyun Wang Yong Wen Lujia Pan Hong Cheng 21 9 0 08 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 128 1,454 0 04 Feb 2021
Deep Universal Blind Image Denoising Jae Woong Soh N. Cho SupR 25 21 0 18 Jan 2021
A relic sketch extraction framework based on detail-aware hierarchical deep network Jinye Peng Jiaxin Wang Jun Wang Erlei Zhang Qunxi Zhang Yongqin Zhang Xianlin Peng Kai Yu 19 9 0 17 Jan 2021
Non-uniform Motion Deblurring with Blurry Component Divided Guidance Pei Wang Wei Sun Qingsen Yan Axi Niu Rui Li Yu Zhu Jinqiu Sun Yanning Zhang 19 17 0 15 Jan 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 115 187 0 30 Dec 2020
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 28 13 0 24 Dec 2020
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention Huayu Li Haiyu Wu Xiwen Chen Han Zhang Abolfazl Razi 18 2 0 23 Dec 2020
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models Ugur Çogalan Mojtaba Bemana K. Myszkowski Hans-Peter Seidel Tobias Ritschel AI4TS 25 4 0 22 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 60 1,640 0 01 Dec 2020
Unsupervised Deep Video Denoising D. Y. Sheth S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Mitesh M. Khapra Eero P. Simoncelli C. Fernandez‐Granda VGen 17 62 0 30 Nov 2020
Adaptive noise imitation for image denoising Huangxing Lin Yihong Zhuang Yue Huang Xinghao Ding Yizhou Yu Xiaoqing Liu John Paisley 20 0 0 30 Nov 2020
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang W. Yu Pengfei Xian Jingjing Xiong 27 23 0 23 Nov 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 16 10 0 06 Nov 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 33 19 0 26 Oct 2020
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate Ruangrawee Kitichotkul Christopher A. Metzler Frank Ong Gordon Wetzstein UQCV 44 8 0 25 Oct 2020
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising Yali Peng Yue Cao Shigang Liu Jian Yang W. Zuo 27 11 0 23 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 25 109 0 22 Oct 2020
Discovering Pattern Structure Using Differentiable Compositing P. Reddy Paul Guerrero Matthew Fisher Wilmot Li Miloy J. Mitra 16 28 0 17 Oct 2020
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 30 102 0 14 Oct 2020
Smoother Network Tuning and Interpolation for Continuous-level Image Processing Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 18 7 0 05 Oct 2020
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim Namhyuk Ahn Kyung-ah Sohn 31 7 0 30 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 16 24 0 13 Sep 2020
Enhancing and Learning Denoiser without Clean Reference Rui Zhao D. Lun K. Lam DiffM 9 6 0 09 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Kaicheng Zhang Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 39 782 0 31 Aug 2020
Unpaired Learning of Deep Image Denoising Xiaohe Wu Ming-Yu Liu Yue Cao Dongwei Ren W. Zuo SSL 24 141 0 31 Aug 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 30 11 0 25 Aug 2020
Learning Camera-Aware Noise Models Kelvin Chang Ren Wang Hung-Jin Lin Yu-Lun Liu Chia-Ping Chen Yu-Lin Chang Hwann-Tzong Chen 10 48 0 21 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 28 247 0 12 Aug 2020
Low-Light Maritime Image Enhancement with Regularized Illumination Optimization and Deep Noise Suppression Yu Guo Yuxu Lu R. W. Liu Meifang Yang Kwok Tai Chui 30 1 0 09 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 17 169 0 02 Aug 2020