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Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising

25 August 2022

Radu Timofte

Luc Van Gool

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Papers citing "Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising"

23 / 23 papers shown

Title
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 56 21 0 02 Jun 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis Peng Sun Yawei Li Christos Sakaridis Jingyun Liang Yulun Zhang Hao Tang Deng-Ping Fan Radu Timofte Luc Van Gool OOD 61 129 0 24 Mar 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 100 268 0 28 Jan 2022
Model-Based Image Signal Processors via Learnable Dictionaries Marcos V. Conde Jingyu Sun Matteo Maggioni Alevs Leonardis Eduardo Pérez-Pellitero DiffM 96 46 0 10 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 173 2,225 0 18 Nov 2021
Functional Neural Networks for Parametric Image Restoration Problems Fangzhou Luo Xiaolin Wu Yanhui Guo SupR 55 14 0 30 Oct 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,917 0 23 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 125 1,162 0 22 Jul 2021
Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images Kwanyoung Kim Jong Chul Ye DiffM 65 106 0 13 Jun 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 190 415 0 27 Apr 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 116 588 0 25 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 169 1,486 0 04 Feb 2021
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 72 203 0 12 Jul 2020
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 68 238 0 01 Jul 2019
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling Dong-Wook Kim Jae‐Ryun Chung Seung‐Won Jung AI4CE OOD 58 115 0 27 May 2019
ViDeNN: Deep Blind Video Denoising M. Claus Jan van Gemert 59 96 0 24 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 66 506 0 16 Apr 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 102 2,012 0 27 Nov 2018
Video Object Segmentation with Language Referring Expressions Anna Khoreva Anna Rohrbach Bernt Schiele VOS 69 194 0 21 Mar 2018
Burst Denoising with Kernel Prediction Networks B. Mildenhall Jonathan T. Barron Jiawen Chen Dillon Sharlet Ren Ng Robert E. Carroll 105 395 0 06 Dec 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 125 2,123 0 11 Oct 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 333 8,130 0 13 Aug 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,249 0 27 Mar 2016