v1v2 (latest)

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

12 August 2015

Papers citing "Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration"

50 / 376 papers shown

Title
Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration Chen Zhang Bangti Jin UQCV 92 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 116 82 0 26 Jul 2019
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration Alexander Effland Erich Kobler K. Kunisch Thomas Pock 57 3 0 19 Jul 2019
Deep Graph-Convolutional Image Denoising D. Valsesia Giulia Fracastoro E. Magli GNN SSL 59 145 0 19 Jul 2019
A General Decoupled Learning Framework for Parameterized Image Operators Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 58 103 0 11 Jul 2019
Restoring Images with Unknown Degradation Factors by Recurrent Use of a Multi-branch Network Xing Liu Masanori Suganuma Xiyang Luo Takayuki Okatani 53 9 0 10 Jul 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 71 207 0 06 Jul 2019
Task-Oriented Convex Bilevel Optimization with Latent Feasibility Risheng Liu Long Ma Xiaoming Yuan Shangzhi Zeng Jin Zhang 76 10 0 06 Jul 2019
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning Majed El Helou Sabine Süsstrunk VLM 105 103 0 05 Jul 2019
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 86 238 0 01 Jul 2019
Self-supervised Hyperspectral Image Restoration using Separable Image Prior Ryuji Imamura Tatsuki Itasaka M. Okuda 51 8 0 01 Jul 2019
Noisy-As-Clean: Learning Self-supervised Denoising from the Corrupted Image Jun Xu Yuan Huang Ming-Ming Cheng Li Liu Fan Zhu Xingsong Hou Ling Shao SSL 82 24 0 17 Jun 2019
NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising Yingkun Hou Jun Xu Mingxia Liu Guanghai Liu Li Liu Fan Zhu Ling Shao 106 87 0 17 Jun 2019
Training Image Estimators without Image Ground-Truth Zhihao Xia Ayan Chakrabarti GAN 50 21 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 70 18 0 13 Jun 2019
Robust and interpretable blind image denoising via bias-free convolutional neural networks S. Mohan Zahra Kadkhodaie Eero P. Simoncelli C. Fernandez‐Granda AI4CE 119 125 0 13 Jun 2019
Improved low-count quantitative PET reconstruction with an iterative neural network Hongki Lim Il Yong Chun Y. Dewaraja Jeffrey A. Fessler 83 7 0 05 Jun 2019
DVDnet: A Fast Network for Deep Video Denoising Matias Tassano J. Delon T. Veit 57 135 0 04 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 80 7 0 04 Jun 2019
A Research and Strategy of Remote Sensing Image Denoising Algorithms Ling X. Li Junxing Hu Fengge Wu Junsuo Zhao 10 0 0 24 May 2019
Differentiable Linearized ADMM Xingyu Xie Jianlong Wu Zhisheng Zhong Guangcan Liu Zhouchen Lin 74 62 0 15 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 135 650 0 06 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 120 1,229 0 04 May 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 70 70 0 29 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 86 84 0 23 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 95 513 0 16 Apr 2019
When AWGN-based Denoiser Meets Real Noises Yuqian Zhou Jianbo Jiao Haibin Huang Yanjie Wang Jue Wang Humphrey Shi Thomas Huang 79 134 0 06 Apr 2019
CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang Ruiming Guo Yapeng Tian Wenming Yang DiffM 74 65 0 01 Apr 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 97 196 0 25 Mar 2019
Residual Non-local Attention Networks for Image Restoration Yulun Zhang Kunpeng Li Kai Li Bineng Zhong Y. Fu SupR 78 678 0 24 Mar 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 36 8 0 17 Mar 2019
NormalNet: Learning-based Normal Filtering for Mesh Denoising Wenbo Zhao Xianming Liu Yongsen Zhao Xiaopeng Fan Debin Zhao AI4CE 45 7 0 10 Mar 2019
Can learning from natural image denoising be used for seismic data interpolation? Hao Zhang Xiuyan Yang Jianwei Ma 53 72 0 27 Feb 2019
Deep Algorithm Unrolling for Blind Image Deblurring Yuelong Li M. Tofighi Junyi Geng V. Monga Yonina C. Eldar 99 5 0 09 Feb 2019
Multi-band Weighted $l_p$ Norm Minimization for Image Denoising Yanchi Su Zhanshan Li Haihong Yu Zeyu Wang 47 0 0 14 Jan 2019
Neumann Networks for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 78 24 0 13 Jan 2019
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution Neural Network Bowen Lin S. Fu Caiming Zhang Fengling Wang Yuliang Li 59 51 0 02 Jan 2019
Residual Dense Network for Image Restoration Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 88 728 0 25 Dec 2018
A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution Network Chang Liu Zhaowei Shang Anyong Qin 47 16 0 21 Dec 2018
Deep Unfolding of a Proximal Interior Point Method for Image Restoration Carla Bertocchi Émilie Chouzenoux M. Corbineau J. Pesquet M. Prato 90 108 0 11 Dec 2018
Model-blind Video Denoising Via Frame-to-frame Training T. Ehret Axel Davy Jean-Michel Morel Gabriele Facciolo Pablo Arias 145 82 0 30 Nov 2018
Non-Local Video Denoising by CNN Axel Davy T. Ehret Jean-Michel Morel Pablo Arias Gabriele Facciolo 71 38 0 30 Nov 2018
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 84 53 0 10 Nov 2018
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm Yu Sun Shiqi Xu Yunzhe Li Lei Tian B. Wohlberg Ulugbek S. Kamilov 75 44 0 31 Oct 2018
Inception-Residual Block based Neural Network for Thermal Image Denoising Seong-Min Hwang Gwanghyun Yu H. Nguyen Nazeer Shahid Doseong Sin Jinyoung Kim Seungyou Na SupR 25 0 0 31 Oct 2018
Enhanced CNN for image denoising Chunwei Tian Yong-mei Xu Lunke Fei Junqian Wang Haizhang Zou Nan Luo 78 148 0 28 Oct 2018
DN-ResNet: Efficient Deep Residual Network for Image Denoising Haoyu Ren Mostafa El-Khamy Jungwon Lee 75 51 0 16 Oct 2018
Deep Learning for Image Denoising: A Survey Chunwei Tian Yong-mei Xu Lunke Fei Ke Yan 84 93 0 11 Oct 2018
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement Risheng Liu Long Ma Yiyang Wang Lei Zhang 70 73 0 09 Oct 2018
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction Yu Sun B. Wohlberg Ulugbek S. Kamilov 54 209 0 12 Sep 2018