Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising

26 January 2021

Xiangyu Xu

Muchen Li

Wenxiu Sun

Ming-Hsuan Yang

ArXiv PDF HTML

Papers citing "Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising"

26 / 26 papers shown

Title
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 58 124 0 31 Mar 2020
DVDnet: A Fast Network for Deep Video Denoising Matias Tassano J. Delon T. Veit 48 135 0 04 Jun 2019
Towards Real Scene Super-Resolution with Raw Images Xiangyu Xu Yongrui Ma Wenxiu Sun SupR 62 106 0 29 May 2019
ViDeNN: Deep Blind Video Denoising M. Claus Jan van Gemert 53 96 0 24 Apr 2019
Iterative Residual CNNs for Burst Photography Applications Filippos Kokkinos Stamatios Lefkimmiatis 39 31 0 29 Nov 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 95 2,011 0 27 Nov 2018
Neural Nearest Neighbors Networks Tobias Plötz Stefan Roth 68 339 0 30 Oct 2018
Non-Local Recurrent Network for Image Restoration Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 198 631 0 07 Jun 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 278 1,183 0 04 May 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,318 0 24 Feb 2018
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 43 125 0 15 Dec 2017
Burst Denoising with Kernel Prediction Networks B. Mildenhall Jonathan T. Barron Jiawen Chen Dillon Sharlet Ren Ng Robert E. Carroll 97 395 0 06 Dec 2017
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 108 787 0 30 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 115 2,123 0 11 Oct 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 171 5,904 0 10 Jul 2017
Benchmarking Denoising Algorithms with Real Photographs Tobias Plötz Stefan Roth 61 588 0 05 Jul 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 75 503 0 22 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 196 5,330 0 17 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 56 286 0 08 Mar 2017
Non-Local Color Image Denoising with Convolutional Neural Networks Stamatios Lefkimmiatis SupR 44 336 0 21 Nov 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 135 6,987 0 13 Aug 2016
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets Srikrishna Karanam Mengran Gou Ziyan Wu Angels Rates-Borras Mario Sznaier Richard J. Radke 87 58 0 31 May 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 297 7,383 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 109 1,963 0 26 Nov 2014