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
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video Marco Sánchez-Beeckman Antoni Buades Nicola Brandonisio Bilel Kanoun 28 0 0 03 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 42 9 0 03 Oct 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang Dong Gong Jiumei He Yu Zhu Jinqiu Sun Yanning Zhang AI4CE 27 0 0 30 Sep 2024
DualDn: Dual-domain Denoising via Differentiable ISP Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Jinwei Gu Tianfan Xue 33 2 0 27 Sep 2024
Efficient Noise Mitigation for Enhancing Inference Accuracy in DNNs on Mixed-Signal Accelerators Seyedarmin Azizi Mohammad Erfan Sadeghi M. Kamal Massoud Pedram 17 2 0 27 Sep 2024
Toward Efficient Deep Blind RAW Image Restoration Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 18 0 0 26 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 36 7 0 25 Sep 2024
Conditional Generative Denoiser for Nighttime UAV Tracking Yucheng Wang Changhong Fu Kunhan Lu L. Yao Haobo Zuo ViT 29 0 0 25 Sep 2024
Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing Seongmin Hong Jaehyeok Bae Jongho Lee S. Chun 21 0 0 18 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 31 1 0 17 Sep 2024
Image-to-Image Translation Based on Deep Generative Modeling for Radiotherapy Synthetic Dataset Creation Olga Glazunova Cecile J. A. Wolfs Frank Verhaegen MedIm 19 0 0 17 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 37 5 0 16 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst J. C. V. Gemert O. Kayhan 32 0 0 13 Sep 2024
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling Nebiyou Yismaw Ulugbek S. Kamilov M. Salman Asif DiffM 23 0 0 13 Sep 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters Wang Yinglong He Bin 33 2 0 13 Sep 2024
SDformer: Efficient End-to-End Transformer for Depth Completion Jian Qian Miao Sun Ashley Lee Jie Li Shenglong Zhuo Patrick Chiang ViT MDE 29 2 0 12 Sep 2024
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction Yu Guo Guoqing Chen Tieyong Zeng Qiyu Jin Michael Kwok-Po Ng 30 6 0 12 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 31 0 0 12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 27 0 0 12 Sep 2024
Constructing an Interpretable Deep Denoiser by Unrolling Graph Laplacian Regularizer Seyed Alireza Hosseini Tam Thuc Do Gene Cheung Yuichi Tanaka AI4CE 21 0 0 10 Sep 2024
A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising Kai Guo Seungwon Choi Jongseong Choi Lae-Hoon Kim ViT 22 0 0 10 Sep 2024
Can Your Generative Model Detect Out-of-Distribution Covariate Shift? Christiaan G. A. Viviers Amaan Valiuddin Francisco Caetano Lemar Abdi Lena Filatova Peter H. N. de With Fons van der Sommen OOD OODD 29 1 0 04 Sep 2024
Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine Jialong Li Zhicheng Zhang Yunwei Chen Qiqi Lu Ye Wu Xiaoming Liu QianJin Feng Yanqiu Feng Xinyuan Zhang DiffM MedIm 28 0 0 04 Sep 2024
Deep Learning Techniques for Atmospheric Turbulence Removal: A Review P. Hill Nantheera Anantrasirichai A. Achim David Bull 61 1 0 03 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 29 11 0 31 Aug 2024
A Deep-Learning-Based Label-free No-Reference Image Quality Assessment Metric: Application in Sodium MRI Denoising Shuaiyu Yuan Tristan Whitmarsh Dimitri A. Kessler O. Arponen Mary A McLean ... Frank Riemer Aneurin Kennerley William J Brackenbury Fiona J Gilbert Joshua D Kaggie 29 0 0 29 Aug 2024
Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1 Alejandro Mestre-Quereda J. Lopez-Sanchez 24 1 0 28 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 93 6 0 28 Aug 2024
Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures Michael Unser Alexis Goujon Stanislas Ducotterd 26 2 0 23 Aug 2024
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems Shuchang Zhang Hongxia Wang 21 0 0 22 Aug 2024
Parseval Convolution Operators and Neural Networks Michael Unser Stanislas Ducotterd 23 3 0 19 Aug 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming Yang 32 1 0 17 Aug 2024
A lifted Bregman strategy for training unfolded proximal neural network Gaussian denoisers Xiaoyu Wang Martin Benning Audrey Repetti 18 0 0 16 Aug 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt Xiangyu Chen Yihao Liu Yuandong Pu Wenlong Zhang Jiantao Zhou Yu Qiao Chao Dong VLM 31 4 0 16 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 29 9 0 15 Aug 2024
How to Best Combine Demosaicing and Denoising? Yu Guo Qiyu Jin Jean-Michel Morel Gabriele Facciolo 31 2 0 13 Aug 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 37 0 0 12 Aug 2024
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets Ghazal Kaviani Reza Marzban Ghassan AlRegib 28 0 0 11 Aug 2024
StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model Ziyin Zhou Ke Sun Zhongxi Chen Huafeng Kuang Xiaoshuai Sun Rongrong Ji AAML DiffM 57 2 0 11 Aug 2024
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 30 0 0 10 Aug 2024
Lightweight Video Denoising Using a Classic Bayesian Backbone Clement Bled François Pitié 44 0 0 07 Aug 2024
Multi-task SAR Image Processing via GAN-based Unsupervised Manipulation Xuran Hu Mingzhe Zhu L. Durlofsky Zhenpeng Feng Ljubisa Stankovic GAN 43 0 0 02 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 24 2 0 02 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 39 8 0 30 Jul 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 48 2 0 29 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 29 3 0 27 Jul 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 44 10 0 25 Jul 2024
Adaptive Extensions of Unbiased Risk Estimators for Unsupervised Magnetic Resonance Image Denoising Reeshad Khan John Gauch Ukash Nakarmi 17 0 0 22 Jul 2024
Deep Learning CT Image Restoration using System Blur and Noise Models Yijie Yuan G. Gang J. W. Stayman MedIm 45 0 0 20 Jul 2024
Frontiers of Deep Learning: From Novel Application to Real-World Deployment Rui Xie VLM 35 1 0 19 Jul 2024