Burst Denoising with Kernel Prediction Networks

6 December 2017

Papers citing "Burst Denoising with Kernel Prediction Networks"

50 / 208 papers shown

Title
GIA-Net: Global Information Aware Network for Low-light Imaging Zibo Meng Runsheng Xu C. Ho GAN 14 12 0 14 Sep 2020
Exploiting Temporal Attention Features for Effective Denoising in Videos Aryansh Omray Samyak Jain Utsav Krishnan Pratik Chattopadhyay 8 0 0 05 Aug 2020
Dynamic Low-light Imaging with Quanta Image Sensors Yiheng Chi Abhiram Gnanasambandam V. Koltun Stanley H. Chan 12 41 0 16 Jul 2020
Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack Yupeng Cheng Qing-Wu Guo Felix Juefei Xu Wei Feng Shang-Wei Lin Weisi Lin Yang Liu AAML 30 46 0 14 Jul 2020
Learning Model-Blind Temporal Denoisers without Ground Truths Yanghao Li Bichuan Guo Jiangtao Wen Zhengxu Xia Shan Liu Yuxing Han DiffM 20 5 0 07 Jul 2020
Deep Bilateral Retinex for Low-Light Image Enhancement Jinxiu Liang Yong-mei Xu Yuhui Quan Jingwen Wang Haibin Ling Hui Ji 26 14 0 04 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 11 43 0 01 Jul 2020
Flexible Image Denoising with Multi-layer Conditional Feature Modulation Jiazhi Du Xin Qiao Zifei Yan Hongzhi Zhang W. Zuo 18 2 0 24 Jun 2020
Quanta Burst Photography Sizhuo Ma S. Gupta A. Ulku C. Bruschini E. Charbon Mohit Gupta 24 61 0 21 Jun 2020
Burst Photography for Learning to Enhance Extremely Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 20 20 0 17 Jun 2020
Image Classification in the Dark using Quanta Image Sensors Abhiram Gnanasambandam Stanley H. Chan VLM 18 36 0 03 Jun 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Jinwei Gu 16 5 0 24 May 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation Jianbo Liu Junjun He Jimmy S. J. Ren Yu Qiao Hongsheng Li SSeg 28 28 0 17 Apr 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 20 122 0 15 Apr 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 8 37 0 15 Apr 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior Jin-shan Pan Haoran Bai Jinhui Tang 11 147 0 06 Apr 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 27 121 0 31 Mar 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 13 206 0 28 Mar 2020
Burst Denoising of Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 14 0 0 17 Mar 2020
Regularized Adaptation for Stable and Efficient Continuous-Level Learning on Image Processing Networks Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 29 0 0 11 Mar 2020
Reconstructing the Noise Manifold for Image Denoising Ioannis Marras Grigorios G. Chrysos I. Alexiou Greg Slabaugh S. Zafeiriou GAN AI4CE 11 5 0 11 Feb 2020
Watch out! Motion is Blurring the Vision of Your Deep Neural Networks Qing-Wu Guo Felix Juefei Xu Xiaofei Xie L. Ma Jian-Xun Wang Bing Yu Wei Feng Yang Liu AAML 20 16 0 10 Feb 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 33 813 0 31 Dec 2019
Basis Prediction Networks for Effective Burst Denoising with Large Kernels Zhihao Xia Federico Perazzi Michael Gharbi Kalyan Sunkavalli Ayan Chakrabarti AI4TS 17 66 0 09 Dec 2019
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters V. Pronina Filippos Kokkinos Dmitry V. Dylov Stamatios Lefkimmiatis 4 26 0 25 Nov 2019
Pixel Adaptive Filtering Units Filippos Kokkinos Ioannis Marras Matteo Maggioni Greg Slabaugh S. Zafeiriou 15 3 0 24 Nov 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs Shuang Zhang Ada Zhen R. Stevenson 19 15 0 19 Nov 2019
VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications Chyuan-Tyng Wu Leo F. Isikdogan R. Sushma Bhavin V. Nayak Timo Gerasimow Aleksandar Sutic Liron Ain-kedem G. Michael VLM 17 35 0 14 Nov 2019
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 27 111 0 24 Oct 2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images Bin Zhang Shenyao Jin Yili Xia Yongming Huang Zixiang Xiong 22 9 0 18 Oct 2019
Deformable Kernel Networks for Joint Image Filtering Beomjun Kim Jean Ponce Bumsub Ham 47 124 0 17 Oct 2019
Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module Di Qiu Jiahao Pang Wenxiu Sun Chengxi Yang 21 23 0 17 Sep 2019
NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network Hao Guan Liu Liu Sean J. Moran Fenglong Song Greg Slabaugh 17 8 0 11 Sep 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 27 737 0 08 Aug 2019
CameraNet: A Two-Stage Framework for Effective Camera ISP Learning Zhetong Liang Jianrui Cai Zisheng Cao Lei Zhang 19 76 0 05 Aug 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 20 86 0 17 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 25 7 0 04 Jun 2019
Towards Real Scene Super-Resolution with Raw Images Xiangyu Xu Yongrui Ma Wenxiu Sun SupR 17 104 0 29 May 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 16 247 0 13 May 2019
Handheld Multi-Frame Super-Resolution Bartlomiej Wronski Ignacio Garcia Dorado M. Ernst D. Kelly Michael Krainin Chia-Kai Liang M. Levoy P. Milanfar SupR 27 198 0 08 May 2019
CARAFE: Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 26 549 0 06 May 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring Shangchen Zhou Jiawei Zhang Jin-shan Pan Haozhe Xie W. Zuo Jimmy S. J. Ren 9 191 0 28 Apr 2019
Learning Deformable Kernels for Image and Video Denoising Xiangyu Xu Muchen Li Wenxiu Sun 11 46 0 15 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 21 16 0 02 Apr 2019
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model Jianrui Cai Huiyu Zeng Hongwei Yong Zisheng Cao Lei Zhang SupR 19 497 0 01 Apr 2019
Deformable kernel networks for guided depth map upsampling Beomjun Kim Jean Ponce Bumsub Ham 14 13 0 27 Mar 2019
Self-adaptive Single and Multi-illuminant Estimation Framework based on Deep Learning Yongjie Liu Sijie Shen 15 4 0 13 Feb 2019
Multi-Kernel Prediction Networks for Denoising of Burst Images Talmaj Marinc Vignesh Srinivasan Serhan Gül C. Hellge Wojciech Samek 20 26 0 05 Feb 2019
Good Similar Patches for Image Denoising Si Lu 11 5 0 18 Jan 2019
CFA Bayer image sequence denoising and demosaicking chain Antoni Buades Joan Duran 7 1 0 28 Dec 2018