Deep Learning on Image Denoising: An overview

31 December 2019

Papers citing "Deep Learning on Image Denoising: An overview"

50 / 104 papers shown

Title
Semantic-Space-Intervened Diffusive Alignment for Visual Classification Zixuan Li Lei Meng Guoqing Chao Wei Wu Xiaoshuo Yan Yimeng Yang Zhuang Qi Xiangxu Meng DiffM 96 0 0 09 May 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Yansen Wang Hongyuan Wang Lizhi Wang Xinyu Wang Lin Zhu Wanxuan Lu Hua Huang 123 1 0 21 Dec 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 177 3 0 01 Nov 2024
Uncertainty-Guided Appearance-Motion Association Network for Out-of-Distribution Action Detection Xiang Fang Arvind Easwaran B. Genest 61 4 0 16 Sep 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 72 5 0 26 Mar 2024
Nonlinear functional regression by functional deep neural network with kernel embedding Zhongjie Shi Jun Fan Linhao Song Ding-Xuan Zhou Johan A. K. Suykens 457 5 0 05 Jan 2024
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 44 141 0 08 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 46 153 0 08 Jul 2020
Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks Dufan Wu Hui Ren Quanzheng Li OOD MedIm 39 41 0 19 May 2020
Noise2Inverse: Self-supervised deep convolutional denoising for tomography A. Hendriksen D. Pelt K. Batenburg SupR 32 14 0 31 Jan 2020
First image then video: A two-stage network for spatiotemporal video denoising Ce Wang S. Kevin Zhou Zhi-Qi Cheng VGen 44 10 0 02 Jan 2020
Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration Jingwen He Chao Dong Yu Qiao 45 7 0 11 Dec 2019
Blind Denoising Autoencoder A. Majumdar 26 92 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 65 69 0 09 Dec 2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images Bin Zhang Shenyao Jin Yili Xia Yongming Huang Zixiang Xiong 105 9 0 18 Oct 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 57 304 0 29 Aug 2019
Unsupervised Image Noise Modeling with Self-Consistent GAN Hanshu Yan Xuan Chen Vincent Y. F. Tan Wenhan Yang Joe Wu Jiashi Feng 59 18 0 13 Jun 2019
DVDnet: A Fast Network for Deep Video Denoising Matias Tassano J. Delon T. Veit 48 135 0 04 Jun 2019
Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation Ronnachai Jaroensri Camille Biscarrat M. Aittala F. Durand 35 29 0 18 Apr 2019
End-to-End Denoising of Dark Burst Images Using Recurrent Fully Convolutional Networks Di Zhao Lan Ma Songnan Li Dahai Yu 26 17 0 16 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 63 506 0 16 Apr 2019
Learning Deformable Kernels for Image and Video Denoising Xiangyu Xu Muchen Li Wenxiu Sun 48 46 0 15 Apr 2019
Fast Spatio-Temporal Residual Network for Video Super-Resolution Sheng Li Fengxiang He Bo Du Lefei Zhang Yonghao Xu Dacheng Tao SupR 60 133 0 05 Apr 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 38 362 0 29 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 65 205 0 21 Mar 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 34 8 0 17 Mar 2019
More Bang for Your Buck: Improved use of GPU Nodes for GROMACS 2018 Carsten Kutzner Szilárd Páll M. Fechner A. Esztermann B. L. de Groot H. Grubmuller 39 314 0 14 Mar 2019
Multi-Kernel Prediction Networks for Denoising of Burst Images Talmaj Marinc Vignesh Srinivasan Serhan Gül C. Hellge Wojciech Samek 90 27 0 05 Feb 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren W. Zuo Q. Hu Peng Fei Zhu Deyu Meng 116 786 0 26 Jan 2019
Non-Local Video Denoising by CNN Axel Davy T. Ehret Jean-Michel Morel Pablo Arias Gabriele Facciolo 45 38 0 30 Nov 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 73 440 0 27 Nov 2018
Three-dimensional Optical Coherence Tomography Image Denoising through Multi-input Fully-Convolutional Networks Ashkan Abbasi A. Monadjemi Leyuan Fang H. Rabbani Yi Zhang SupR 56 20 0 22 Nov 2018
Enhanced CNN for image denoising Chunwei Tian Yong-mei Xu Lunke Fei Junqian Wang Haizhang Zou Nan Luo 51 148 0 28 Oct 2018
Deep Learning for Image Denoising: A Survey Chunwei Tian Yong-mei Xu Lunke Fei Ke Yan 50 93 0 11 Oct 2018
Image Denoising and Super-Resolution using Residual Learning of Deep Convolutional Network Rohit Pardasani Utkarsh Shreemali SupR 39 3 0 21 Sep 2018
Non-blind Image Restoration Based on Convolutional Neural Network Kazutaka Uchida Masayuki Tanaka Masatoshi Okutomi 40 16 0 11 Sep 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 83 438 0 03 Sep 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 45 72 0 20 Aug 2018
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network Maosong Ran Jinrong Hu Yang Chen Hu Chen Huaiqiang Sun Jiliu Zhou Yi Zhang MedIm 44 92 0 12 Aug 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking Yingjie Yao Xiaohe Wu Lei Zhang Shiguang Shan W. Zuo 73 49 0 29 Jul 2018
Iterative Joint Image Demosaicking and Denoising using a Residual Denoising Network Filippos Kokkinos Stamatios Lefkimmiatis 41 103 0 16 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 86 911 0 12 Jul 2018
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising Jun Xu Lei Zhang David C. Zhang 56 249 0 11 Jul 2018
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Zhiyuan Zha Xin Yuan Bihan Wen Jiantao Zhou Jiachao Zhang Ce Zhu 40 86 0 06 Jul 2018
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan Qiang Zhang Jie Li Huanfeng Shen Liangpei Zhang 94 380 0 01 Jun 2018
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework Jie Chen Junhui Hou Lap-Pui Chau 34 47 0 31 May 2018
Rate-Optimal Denoising with Deep Neural Networks Reinhard Heckel Wen Huang Paul Hand V. Voroninski 50 23 0 22 May 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 61 648 0 18 May 2018
Learning Warped Guidance for Blind Face Restoration Xiaoming Li Ming-Yu Liu Yuting Ye W. Zuo Liang Lin Ruigang Yang CVBM 3DH 52 142 0 13 Apr 2018
Simultaneous Fidelity and Regularization Learning for Image Restoration Dongwei Ren W. Zuo David C. Zhang Lei Zhang Ming-Hsuan Yang 47 76 0 12 Apr 2018