Learning Deep CNN Denoiser Prior for Image Restoration

11 April 2017

Lei Zhang

Papers citing "Learning Deep CNN Denoiser Prior for Image Restoration"

50 / 591 papers shown

Title
Building Footprint Extraction in Dense Areas using Super Resolution and Frame Field Learning Vuong Nguyen Anh Ho Duc Anh Vu Nguyen Thi Ngoc Anh Tran Ngoc Thang 6 3 0 04 Sep 2023
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Lixu Zhang W. Zuo Deyu Meng VGen 21 2 0 04 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 25 14 0 17 Aug 2023
Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems Iaroslav Koshelev Stamatios Lefkimmiatis 31 1 0 10 Aug 2023
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring Liang Chen Jiawei Zhang Zhen-hua Li Yunxuan Wei Faming Fang Jimmy S. J. Ren Jin-shan Pan 11 18 0 10 Aug 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 31 22 0 06 Aug 2023
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 32 9 0 28 Jul 2023
A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration Qing-Hua Zhang Liangsheng He Yiliang Wang Liang-Jian Deng J. Liu 24 1 0 24 Jul 2023
Deep Physics-Guided Unrolling Generalization for Compressed Sensing Bin Chen Jie Song Jingfen Xie Jian Andrew Zhang AI4CE 11 14 0 18 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 21 4 0 15 Jul 2023
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images Yongheng Zhang Danfeng Yan Yuanqiang Cai 22 0 0 11 Jul 2023
Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Andrew Zhang 11 47 0 28 Jun 2023
Evaluating Similitude and Robustness of Deep Image Denoising Models via Adversarial Attack Jie Ning Jiebao Sun Yao Li Zhichang Guo Wangmeng Zuo 9 6 0 28 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan F. Khan VLM 31 91 0 22 Jun 2023
An Optimization-based Deep Equilibrium Model for Hyperspectral Image Deconvolution with Convergence Guarantees A. Gkillas D. Ampeliotis K. Berberidis 33 0 0 10 Jun 2023
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems Samuel Hurault Ulugbek Kamilov Arthur Leclaire Nicolas Papadakis 16 10 0 06 Jun 2023
Towards Constituting Mathematical Structures for Learning to Optimize Jialin Liu Xiaohan Chen Zhangyang Wang W. Yin HanQin Cai 26 12 0 29 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 27 16 0 25 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 23 37 0 23 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 24 16 0 23 May 2023
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
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan S. Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 18 11 0 22 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 49 5 0 19 May 2023
Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data Svenja Ehlers Marco Klein Alexander Heinlein Mathies Wedler Nicolas Desmars Norbert Hoffmann M. Stender AI4Cl 24 2 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 16 0 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 58 197 0 15 May 2023
Toward Moiré-Free and Detail-Preserving Demosaicking Xuan-Yi Li Y. Niu Bo-Lu Zhao Haoyuan Shi Zitong An 26 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
Mobile Image Restoration via Prior Quantization Shiqi Chen Jin Zhou Menghao Li Yue-ting Chen Tingting Jiang 14 10 0 10 May 2023
Optical Aberration Correction in Postprocessing using Imaging Simulation Shiqi Chen H. Feng Dexin Pan Zhi-hai Xu Qi Li Yue-ting Chen 28 36 0 10 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 25 59 0 07 May 2023
NL-CS Net: Deep Learning with Non-Local Prior for Image Compressive Sensing Shuai Bian Shouliang Qi Chen Li Yudong Yao Yueyang Teng 14 1 0 06 May 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 28 31 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
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization Stamatios Lefkimmiatis Iaroslav Koshelev 12 8 0 20 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 22 77 0 20 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
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
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
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
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 17 3 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 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 11 17 0 29 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong L. Kong Xiaokang Yang ViT 19 28 0 11 Mar 2023
Neural Partial Differential Equations with Functional Convolution Z. Wu Xingzhe He Yijun Li Cheng Yang Rui Liu S. Xiong Bo Zhu 23 1 0 10 Mar 2023
Provably Convergent Plug-and-Play Quasi-Newton Methods Hongwei Tan Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb 26 13 0 09 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Y. Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 91 59 0 06 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 19 15 0 27 Feb 2023