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"

50 / 1,687 papers shown

Title
Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing Junhui Li Xingsong Hou Huake Wang Shuhao Bi 13 0 0 22 May 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing Matheus Henrique Marques da Silva Jhessica Victoria Santos da Silva Rodrigo Reis Arrais Wladimir Barroso Guedes de Araújo Neto Leonardo Tadeu Lopes ... Lucas B. Rondon Bruno Melo de Souza Mayara Costa Regazio Rodolfo Coelho Dalapicola C. F. G. Santos SupR VLM 19 3 0 19 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 51 5 0 19 May 2023
NODE-ImgNet: a PDE-informed effective and robust model for image denoising Xinheng Xie Yue-bo Wu Hao Ni Cuiyu He 11 8 0 18 May 2023
Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-Regulation Xiao-Fang Liu Jiaxin Gao Xin-Yue Fan Risheng Liu 19 0 0 17 May 2023
CS-PCN: Context-Space Progressive Collaborative Network for Image Denoising Yuqi Jiang Chune Zhang Jiao Liu 22 0 0 17 May 2023
Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network Wenzhao Zhao Barbara D. Wichtmann Steffen Albert Angelika Maurer F. G. Zollner Ulrike Attenberger Jurgen Hesser 22 1 0 17 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 16 9 0 17 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu K. Zhang Jingyun Liang Jiezhang Cao B. Wen Radu Timofte Luc Van Gool DiffM 63 198 0 15 May 2023
Neural information coding for efficient spike-based image denoising A. Castagnetti Alain Pegatoquet Benoit Miramond 14 1 0 15 May 2023
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior Zongyu Li Jason Hu Xiaojian Xu Liyue Shen Jeffrey A. Fessler DiffM 24 3 0 12 May 2023
DiffBFR: Bootstrapping Diffusion Model Towards Blind Face Restoration Xin Qiu Congying Han Zicheng Zhang Bonan Li Tiande Guo Xuecheng Nie DiffM 16 14 0 08 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 24 14 0 08 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 27 59 0 07 May 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jiezhang Cao Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 36 6 0 06 May 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction Xuhao Jiang Weimin Tan Qing Lin Chenxi Ma Bo Yan Liquan Shen 38 2 0 04 May 2023
Joint tone mapping and denoising of thermal infrared images via multi-scale Retinex and multi-task learning Axel Gödrich D. König Gabriel Eilertsen Michael Teutsch 29 4 0 01 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 0 01 May 2023
Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks Abdul Karim Gizzini Marwa Chafii 16 6 0 29 Apr 2023
Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided Restoration Weng-Tai Su Yi-Chun Hung Po-Jen Yu Shang-Hua Yang Chia-Wen Lin 17 8 0 28 Apr 2023
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network K. Ishikawa Daiki Takeuchi N. Harada Takehiro Moriya 10 1 0 27 Apr 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 140 18 0 24 Apr 2023
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior Yilin Liu Jiang-Ping Li Yunkui Pang Dong Nie P. Yap 11 11 0 22 Apr 2023
Plug-and-Play split Gibbs sampler: embedding deep generative priors in Bayesian inference Florentin Coeurdoux N. Dobigeon P. Chainais 27 14 0 21 Apr 2023
Revisiting Implicit Neural Representations in Low-Level Vision Wen-Hao Xu Jianbo Jiao VLM 16 8 0 20 Apr 2023
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 19 5 0 19 Apr 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network Y. Jang Keun-Ohk Lee G. Park Seyun Kim N. Cho 11 14 0 19 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
Unsupervised Image Denoising with Score Function Yutong Xie Mingze Yuan Bin Dong Quanzheng Li DiffM 9 7 0 17 Apr 2023
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems Ziruo Cai Junqi Tang Subhadip Mukherjee Jinglai Li Carola Bibiane Schönlieb Xiaoqun Zhang AI4CE 30 3 0 17 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 30 100 0 17 Apr 2023
Deep-Learning-based Vasculature Extraction for Single-Scan Optical Coherence Tomography Angiography Jinpeng Liao Tianyu Zhang Yilong Zhang Chunhui Li Zhihong Huang 29 0 0 17 Apr 2023
Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration Wenyang Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 23 8 0 14 Apr 2023
Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser Astha Verma A. Subramanyam Siddhesh Bangar Naman Lal R. Shah Shiníchi Satoh 29 4 0 13 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 27 89 0 13 Apr 2023
DDT: Dual-branch Deformable Transformer for Image Denoising Kangliang Liu Xiangcheng Du Sijie Liu Yingbin Zheng Xingjiao Wu Cheng Jin ViT 16 5 0 13 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying Chen Guangwei Gao T. Zeng ViT 22 22 0 13 Apr 2023
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 24 17 0 12 Apr 2023
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging Berk Iskender M. Klasky Y. Bresler 27 3 0 07 Apr 2023
MULLER: Multilayer Laplacian Resizer for Vision Zhengzhong Tu P. Milanfar Hossein Talebi 37 3 0 06 Apr 2023
Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training Haram Choi Cheolwoong Na Jinseop S. Kim Jihoon Yang ViT 38 3 0 04 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 0 04 Apr 2023
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 22 3 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 32 46 0 04 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising Zichun Wang Ying Fu Ji Liu Yulun Zhang 19 41 0 02 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 33 11 0 30 Mar 2023
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs M. S. Feinler B. Hahn MedIm 12 5 0 30 Mar 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 22 5 0 29 Mar 2023
Random Weights Networks Work as Loss Prior Constraint for Image Restoration Man Zhou Naishan Zheng Jie Huang Xiangyu Rui Chunle Guo Deyu Meng Chongyi Li Jinwei Gu 19 0 0 29 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi-Xin Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Jinwei Gu VGen 19 17 0 29 Mar 2023