Learning Deep CNN Denoiser Prior for Image Restoration

11 April 2017

Lei Zhang

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

50 / 592 papers shown

Title
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution Eunju Cha Hyungjin Chung E. Kim J. C. Ye MedIm 31 0 0 29 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 35 20 0 29 Mar 2020
Learning regularization and intensity-gradient-based fidelity for single image super resolution Hu Liang Shengrong Zhao SupR 26 1 0 24 Mar 2020
Deep Unfolding Network for Image Super-Resolution Kaixuan Zhang Luc Van Gool Radu Timofte SupR 121 539 0 23 Mar 2020
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques Qinkai Zheng Han Qiu G. Memmi Isabelle Bloch 20 0 0 20 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 24 45 0 16 Mar 2020
Gated Texture CNN for Efficient and Configurable Image Denoising Kaito Imai T. Miyata 31 2 0 16 Mar 2020
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems Qingchao Zhang X. Ye Hongcheng Liu Yunmei Chen 18 3 0 15 Mar 2020
Non-Local Part-Aware Point Cloud Denoising Chao Huang Ruihui Li Xianzhi Li Chi-Wing Fu 3DPC 28 9 0 14 Mar 2020
Deep Blind Video Super-resolution Jin-shan Pan Song-Yang Cheng Jiawei Zhang Jinhui Tang SupR 32 46 0 10 Mar 2020
Restore from Restored: Video Restoration with Pseudo Clean Video Seunghwan Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 52 17 0 09 Mar 2020
Restore from Restored: Single Image Denoising with Pseudo Clean Image Seunghwan Lee Dongkyu Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 26 2 0 09 Mar 2020
When deep denoising meets iterative phase retrieval Yaotian Wang Xiaohang Sun Jason W. Fleischer 20 18 0 03 Mar 2020
Flashlight CNN Image Denoising Pham Huu Thanh Binh Cristóvão Cruz K. Egiazarian 8 6 0 02 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 21 182 0 26 Feb 2020
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring Meng Chang Chenwei Yang H. Feng Zhi-hai Xu Qi Li 11 0 0 24 Feb 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 23 103 0 22 Feb 2020
Multi-wavelet residual dense convolutional neural network for image denoising Shuo-Fei Wang Wen-Kai Yu Ya-Xin Li 39 10 0 19 Feb 2020
Motion Deblurring using Spatiotemporal Phase Aperture Coding Shay Elmalem Raja Giryes E. Marom 27 10 0 18 Feb 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 19 173 0 13 Feb 2020
Reconstructing the Noise Manifold for Image Denoising Ioannis Marras Grigorios G. Chrysos I. Alexiou Greg Slabaugh Stefanos Zafeiriou GAN AI4CE 19 5 0 11 Feb 2020
Self-Supervised Fast Adaptation for Denoising via Meta-Learning Seunghwan Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim OOD 24 13 0 09 Jan 2020
Sparse Weight Activation Training Md Aamir Raihan Tor M. Aamodt 34 73 0 07 Jan 2020
Learning Wavefront Coding for Extended Depth of Field Imaging U. Akpinar E. Sahin Monjurul Meem R. Menon A. Gotchev 21 29 0 31 Dec 2019
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 40 815 0 31 Dec 2019
Image Restoration using Plug-and-Play CNN MAP Denoisers Siavash Bigdeli David Honzátko Sabine Süsstrunk L. A. Dunbar 19 8 0 18 Dec 2019
PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 22 71 0 16 Dec 2019
Memory-efficient Learning for Large-scale Computational Imaging -- NeurIPS deep inverse workshop Michael R. Kellman Jonathan I. Tamir E. Bostan Michael Lustig Laura Waller SupR 29 56 0 11 Dec 2019
Basis Prediction Networks for Effective Burst Denoising with Large Kernels Zhihao Xia Federico Perazzi Michael Gharbi Kalyan Sunkavalli Ayan Chakrabarti AI4TS 33 67 0 09 Dec 2019
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan Shanmuganathan Raman SupR 31 17 0 09 Dec 2019
Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration Bruno Lecouat Jean Ponce Julien Mairal 28 1 0 05 Dec 2019
Deep Learning based Switching Filter for Impulsive Noise Removal in Color Images Krystian Radlak Lukasz Malinski B. Smolka 19 26 0 03 Dec 2019
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers Shady Abu Hussein Tom Tirer Raja Giryes SupR 24 68 0 30 Nov 2019
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters V. Pronina Filippos Kokkinos Dmitry V. Dylov Stamatios Lefkimmiatis 20 26 0 25 Nov 2019
Extra Proximal-Gradient Inspired Non-local Network Qingchao Zhang Yunmei Chen 19 1 0 17 Nov 2019
Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior Mario González Andrés Almansa M. Delbracio Pablo Musé Pauline Tan 37 6 0 14 Nov 2019
Cross-Scale Residual Network for Multiple Tasks:Image Super-resolution, Denoising, and Deblocking Yuan Zhou Xiaoting Du Yeda Zhang S. Kung SupR 27 1 0 04 Nov 2019
Converged Deep Framework Assembling Principled Modules for CS-MRI Risheng Liu Yuxi Zhang Shichao Cheng Zhongxuan Luo Xin-Yue Fan 24 1 0 29 Oct 2019
Non-Local ConvLSTM for Video Compression Artifact Reduction Yi Xu Longwen Gao Kai Tian Shuigeng Zhou Huyang Sun 27 67 0 27 Oct 2019
KRNET: Image Denoising with Kernel Regulation Network Peng Liu Xiaoxiao Zhou Jun-Yi Li Mohammad D. El Basha R. Fang SupR 21 1 0 20 Oct 2019
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding Jan P. Klopp Liang-Gee Chen Shao-Yi Chien 31 11 0 19 Oct 2019
Image Deconvolution with Deep Image and Kernel Priors Zhunxuan Wang Zipei Wang Qiqi Li Hakan Bilen SupR 16 14 0 18 Oct 2019
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling Risheng Liu Pan Mu Jian Chen Xin-Yue Fan Zhongxuan Luo 40 25 0 18 Oct 2019
Multi-grained Attention Networks for Single Image Super-Resolution Huapeng Wu Zhengxia Zou Jie Gui W. Zeng Jieping Ye Jun Zhang Hongyi Liu Zhihui Wei SupR 22 60 0 26 Sep 2019
Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems Byeongsu Sim Gyutaek Oh Sungjun Lim Chanyong Jung J. C. Ye GAN MedIm 27 22 0 25 Sep 2019
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM Risheng Liu Pan Mu Jin Zhang 22 6 0 24 Sep 2019
A Survey on Rain Removal from Video and Single Image Hong Wang Yichen Wu Minghan Li Qian Zhao Deyu Meng 30 37 0 18 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 20 57 0 18 Sep 2019
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection Xiang Zhang Lina Yao Manqing Dong Zhe Liu Yu Zhang Yong Li OOD AAML 27 86 0 18 Sep 2019
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations Rao Muhammad Umer G. Foresti C. Micheloni SupR 24 13 0 09 Sep 2019