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
Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing Sivalogeswaran Ratnasingam 20 41 0 24 Aug 2019
Learning Filter Basis for Convolutional Neural Network Compression Yawei Li Shuhang Gu Luc Van Gool Radu Timofte SupR 9 97 0 23 Aug 2019
Image Formation Model Guided Deep Image Super-Resolution Jin-shan Pan Yang Liu Deqing Sun Jimmy S. J. Ren Ming-Ming Cheng Jian Yang Jinhui Tang SupR 16 14 0 18 Aug 2019
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement Cheng-Fang Peng Wei-An Lin Haofu Liao Rama Chellappa S. Kevin Zhou SupR 29 5 0 15 Aug 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren K. Zhang Qilong Wang Q. Hu W. Zuo 14 271 0 06 Aug 2019
Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration Chen Zhang Bangti Jin UQCV 20 12 0 01 Aug 2019
Momentum-Net: Fast and convergent iterative neural network for inverse problems Il Yong Chun Zhengyu Huang Hongki Lim Jeffrey A. Fessler 11 81 0 26 Jul 2019
Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography Harbir Antil Z. Di R. Khatri 14 49 0 22 Jul 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 12 192 0 17 Jul 2019
Hybrid Residual Attention Network for Single Image Super Resolution Abdul Muqeet Md. Tauhid Bin Iqbal Sung-Ho Bae SupR 16 37 0 11 Jul 2019
A General Decoupled Learning Framework for Parameterized Image Operators Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 14 95 0 11 Jul 2019
From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration Yunyi Li Guan Gui Xiefeng Cheng 6 0 0 10 Jul 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 25 199 0 06 Jul 2019
Task-Oriented Convex Bilevel Optimization with Latent Feasibility Risheng Liu Long Ma Xiaoming Yuan Shangzhi Zeng Jin Zhang 6 10 0 06 Jul 2019
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning Majed El Helou Sabine Süsstrunk VLM 19 102 0 05 Jul 2019
A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models Santiago López-Tapia Alice Lucas Rafael Molina Aggelos K. Katsaggelos SupR 19 19 0 02 Jul 2019
Densely Residual Laplacian Super-Resolution Saeed Anwar Nick Barnes SupR 16 225 0 28 Jun 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer Raja Giryes 14 43 0 16 Jun 2019
Training Image Estimators without Image Ground-Truth Zhihao Xia Ayan Chakrabarti GAN 11 20 0 13 Jun 2019
Unsupervised Image Noise Modeling with Self-Consistent GAN Hanshu Yan Xuan Chen Vincent Y. F. Tan Wenhan Yang Joe Wu Jiashi Feng 29 18 0 13 Jun 2019
Image-Adaptive GAN based Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes GAN 6 89 0 12 Jun 2019
Compressed Sensing MRI via a Multi-scale Dilated Residual Convolution Network Yuxiang Dai Peixian Zhuang MedIm 11 30 0 11 Jun 2019
Learning Deep Image Priors for Blind Image Denoising Xianxu Hou Hongming Luo Jingxin Liu Bolei Xu Ke Sun Yuanhao Gong Bozhi Liu Guoping Qiu 19 7 0 04 Jun 2019
Differentiable Linearized ADMM Xingyu Xie Jianlong Wu Zhisheng Zhong Guangcan Liu Zhouchen Lin 11 62 0 15 May 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 6 346 0 14 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 28 82 0 13 May 2019
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 21 91 0 11 May 2019
Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan S. Raman SupR 12 16 0 01 May 2019
Deep Iterative Reconstruction for Phase Retrieval Çaǧatay Işıl F. Oktem Aykut Koç 17 46 0 25 Apr 2019
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels Yiwen Guo Ming Lu W. Zuo Changshui Zhang Yurong Chen SupR 16 0 0 19 Apr 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 21 403 0 16 Apr 2019
A Deep Optimization Approach for Image Deconvolution Zhijian Luo Siyu Chen Y. Qian 6 1 0 16 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 11 497 0 16 Apr 2019
When AWGN-based Denoiser Meets Real Noises Yuqian Zhou Jianbo Jiao Haibin Huang Y. Wang Jue Wang Humphrey Shi Thomas Huang 10 128 0 06 Apr 2019
Controlling Neural Networks via Energy Dissipation Michael Möller Thomas Möllenhoff Daniel Cremers 25 17 0 05 Apr 2019
CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang Ruiming Guo Yapeng Tian Wenming Yang DiffM 10 65 0 01 Apr 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 14 358 0 29 Mar 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 23 191 0 25 Mar 2019
Residual Non-local Attention Networks for Image Restoration Yulun Zhang Kunpeng Li Kai Li Bineng Zhong Y. Fu SupR 30 670 0 24 Mar 2019
Feedback Network for Image Super-Resolution Z. Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Yu Wu SupR 24 709 0 23 Mar 2019
Single Image Deraining: A Comprehensive Benchmark Analysis Siyuan Li I. B. Araujo Wenqi Ren Zhangyang Wang Eric K. Tokuda Roberto Hirata Junior R. M. C. Junior Jiawan Zhang Xiaojie Guo Xiaochun Cao 19 287 0 20 Mar 2019
Deep Griffin-Lim Iteration Yoshiki Masuyama Kohei Yatabe Yuma Koizumi Yasuhiro Oikawa N. Harada 36 55 0 10 Mar 2019
Integrating neural networks into the blind deblurring framework to compete with the end-to-end learning-based methods Junde Wu Xiaoguang Di Jiehao Huang Yu Zhang 18 0 0 07 Mar 2019
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval Rakib Hyder Viraj Shah C. Hegde M. Salman Asif 11 45 0 07 Mar 2019
Can learning from natural image denoising be used for seismic data interpolation? Hao Zhang Xiuyan Yang Jianwei Ma 11 70 0 27 Feb 2019
MC-ISTA-Net: Adaptive Measurement and Initialization and Channel Attention Optimization inspired Neural Network for Compressive Sensing Nanyu Li Cuiyin Liu 6 1 0 26 Feb 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 8 115 0 25 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen S. Hoi SupR 16 1,413 0 16 Feb 2019
Neumann Networks for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 6 24 0 13 Jan 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond Chongyi Li Chunle Guo Wenqi Ren Runmin Cong Junhui Hou Sam Kwong Dacheng Tao 3DV 19 1,240 0 11 Jan 2019