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
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 26 11 0 21 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 25 20 0 21 Feb 2023
Hierarchical Optimization-Derived Learning Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 23 3 0 11 Feb 2023
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser Samuel Hurault A. Chambolle Arthur Leclaire Nicolas Papadakis 14 11 0 31 Jan 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 31 155 0 27 Jan 2023
Trainable Loss Weights in Super-Resolution Arash Chaichi Mellatshahi S. Kasaei SupR 22 0 0 25 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 21 72 0 09 Jan 2023
Single Cell Training on Architecture Search for Image Denoising Bokyeung Lee Kyungdeuk Ko Jonghwan Hong Hanseok Ko 23 1 0 13 Dec 2022
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 21 19 0 06 Dec 2022
Learning Detail-Structure Alternative Optimization for Blind Super-Resolution Feng Li Yixuan Wu H. Bai Weisi Lin Runmin Cong Yao-Min Zhao SupR 13 38 0 03 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Junde Wu Huihui Fang Yehui Yang Yuanpei Liu Jing Gao Lixin Duan Weihua Yang Yanwu Xu 16 2 0 01 Dec 2022
ButterflyNet2D: Bridging Classical Methods and Neural Network Methods in Image Processing Gengzhi Yang Yingzhou Li 17 0 0 29 Nov 2022
Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors Xiuheng Wang Jie Chen C. Richard 8 7 0 28 Nov 2022
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising Yifan Zuo Jiacheng Xie Yuming Fang Yan Huang Wenhui Jiang 32 12 0 26 Nov 2022
Adaptive Dynamic Filtering Network for Image Denoising Hao Shen Zhongliu Zhao Wandi Zhang 23 41 0 22 Nov 2022
Real-World Image Super Resolution via Unsupervised Bi-directional Cycle Domain Transfer Learning based Generative Adversarial Network Xiang Wang Yimin Yang Zhichang Guo Zhili Zhou Yu Liu Qixiang Pang Shan Du SupR 8 1 0 19 Nov 2022
RDRN: Recursively Defined Residual Network for Image Super-Resolution Alexander Panaetov Karim Elhadji Daou Igor Samenko Evgeny Tetin Ilya A Ivanov SupR 13 3 0 17 Nov 2022
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature Denoiser Yutong Li Yuping Duan 14 2 0 14 Nov 2022
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 32 27 0 13 Nov 2022
End-to-end Transformer for Compressed Video Quality Enhancement Li Yu Wenshuai Chang Shiyu Wu M. Gabbouj ViT 19 8 0 25 Oct 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 29 1 0 19 Oct 2022
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network Keyu Yan Man Zhou Jie Huang Fengmei Zhao Chengjun Xie Chongyi Li Danfeng Hong 32 17 0 15 Oct 2022
ISTA-Inspired Network for Image Super-Resolution Yuqing Liu Wei Zhang Weifeng Sun Zhikai Yu Jianfeng Wei S. Li OOD SupR 16 0 0 14 Oct 2022
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework Tingting Wu W. Wu Ying Yang Fenglei Fan T. Zeng 23 10 0 11 Oct 2022
DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images Cheng-Fang Peng S. Kevin Zhou Ramalingam Chellappa OOD 59 7 0 11 Oct 2022
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior Xiaole Tang Xile Zhao Jun Liu Jianli Wang Yuchun Miao T. Zeng UQCV 19 13 0 09 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 28 96 0 04 Oct 2022
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior Tomás Chobola Anton Theileis J. Taucher Tingying Peng 11 0 0 30 Sep 2022
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks Jianfei Li Chao Huang Raymond H. F. Chan Han Feng M. Ng T. Zeng 16 4 0 29 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 49 135 0 22 Sep 2022
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model Zhaopeng Feng Keyang Zhang Shuyue Jia Baoliang Chen Shiqi Wang 25 6 0 21 Sep 2022
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 115 26 0 21 Sep 2022
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images Nithin Gopalakrishnan Nair R. Yasarla Vishal M. Patel 12 1 0 20 Sep 2022
Deep Plug-and-Play Prior for Hyperspectral Image Restoration Zeqiang Lai Kaixuan Wei Ying Fu 38 53 0 17 Sep 2022
Convergence of denoising diffusion models under the manifold hypothesis Valentin De Bortoli DiffM 22 158 0 10 Aug 2022
Adaptive Local Implicit Image Function for Arbitrary-scale Super-resolution Hongwei Li Tao Dai Yiming Li X. Zou Shutao Xia SupR 9 8 0 07 Aug 2022
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection Ziteng Cui Ying J. Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Renrui Zhang Zenghui Zhang Tatsuya Harada 29 19 0 05 Aug 2022
Fast Hierarchical Deep Unfolding Network for Image Compressed Sensing Wenxue Cui Shaohui Liu Debin Zhao 6 11 0 03 Aug 2022
D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing Weiqi Li Bin Chen Jing Zhang 11 10 0 27 Jul 2022
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors S. Shoushtari Jiaming Liu Yuyang Hu Ulugbek S. Kamilov 24 6 0 26 Jul 2022
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration Chong Wang Rongkai Zhang S. Ravishankar B. Wen 9 4 0 25 Jul 2022
Content-aware Scalable Deep Compressed Sensing Bin Chen Jian Andrew Zhang 19 54 0 19 Jul 2022
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions Zhihong Zhang Yuxiao Cheng J. Suo Liheng Bian Qionghai Dai 14 17 0 17 Jul 2022
Equivariant Hypergraph Diffusion Neural Operators Peihao Wang Shenghao Yang Yunyu Liu Zhangyang Wang Pan Li DiffM 22 33 0 14 Jul 2022
Denoising single images by feature ensemble revisited Masud An Nur Islam Fahim Nazmus Saqib Shafkat Khan Siam H. Jung SupR 13 5 0 11 Jul 2022
Test-time Adaptation for Real Image Denoising via Meta-transfer Learning Agus Gunawan Muhammad Adi Nugroho Se Jin Park OOD 14 4 0 05 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 24 3 0 01 Jul 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 29 6 0 16 Jun 2022
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution Yuqing Liu Qi Jia Jian Zhang Xin Fan Shanshe Wang Siwei Ma Wen Gao SupR 19 4 0 07 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi-Tun Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 36 3 0 04 Jun 2022