Deep Burst Denoising

15 December 2017

Papers citing "Deep Burst Denoising"

50 / 66 papers shown

Title
K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers Haofan Ren Zunjie Zhu Xiang Chen Ming Lu Rongfeng Lu Chenggang Yan 54 0 0 26 May 2025
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results Sangmin Lee Eunpil Park Angel Canelo Hyunhee Park Youngjo Kim ... Alvaro Garcıa-Lara Daniel Feijoo Alvaro Garcıa Zeyu Xiao Zerui Li 94 13 0 17 May 2025
Quanta Video Restoration Prateek Chennuri Yiheng Chi Enze Jiang G. M. Dilshan Godaliyadda Abhiram Gnanasambandam Hamid R. Sheikh Istvan Gyongy Stanley H. Chan 51 2 0 19 Oct 2024
A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising Kai Guo Seungwon Choi Jongseong Choi Lae-Hoon Kim ViT 95 0 0 10 Sep 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 68 1 0 25 Jun 2024
Investigating Self-Supervised Image Denoising with Denaturation Hiroki Waida Kimihiro Yamazaki Atsushi Tokuhisa Mutsuyo Wada Yuichiro Wada 88 1 0 02 May 2024
Event Cameras Meet SPADs for High-Speed, Low-Bandwidth Imaging Manasi Muglikar S. Somasundaram Akshat Dave E. Charbon Ramesh Raskar Davide Scaramuzza 56 0 0 17 Apr 2024
Improving Bracket Image Restoration and Enhancement with Flow-guided Alignment and Enhanced Feature Aggregation Wenjie Lin Zhen Liu Chengzhi Jiang Mingyan Han Ting Jiang Shuaicheng Liu 59 1 0 16 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 103 2 0 12 Apr 2024
Neural Spline Fields for Burst Image Fusion and Layer Separation Ilya Chugunov David Shustin Ruyu Yan Chenyang Lei Felix Heide 65 12 0 21 Dec 2023
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 65 25 0 14 Dec 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 95 2 0 16 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising Hao Chen Chenyuan Qu Yu Zhang Chen Chen Jianbo Jiao OOD SSL 60 8 0 10 Sep 2023
Simultaneous temperature estimation and nonuniformity correction from multiple frames N. Oz O. Berman N. Sochen David Mendelovich I. Klapp 67 1 0 23 Jul 2023
CANDID: Correspondence AligNment for Deep-burst Image Denoising Arijit Mallick Raphael Braun Hendrik PA Lensch 66 0 0 16 Jun 2023
Contrastive Learning for Low-light Raw Denoising Taoyong Cui Yuhan Dong 64 2 0 05 May 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement Nancy Mehta Akshay Dudhane Subrahmanyam Murala Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan 77 17 0 13 Apr 2023
$$\text{DC}^2$: Dual-Camera Defocus Control by Learning to Refocus$ $\text{DC}^2$ : Dual-Camera Defocus Control by Learning to Refocus Hadi Alzayer Abdullah Abuolaim Leung Chun Chan Yang Yang Ying Chen Lou Jia-Bin Huang Abhishek Kar 72 12 0 06 Apr 2023
Burstormer: Burst Image Restoration and Enhancement Transformer Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang 98 34 0 03 Apr 2023
Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature Representations T. Tanay A. Leonardis Matteo Maggioni 64 5 0 31 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 87 12 0 16 Mar 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 51 1 0 18 Feb 2023
DarkVision: A Benchmark for Low-light Image/Video Perception Bo Zhang Yuchen Guo Runzhao Yang Zhihong Zhang Jiayi Xie J. Suo Qionghai Dai 53 7 0 16 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 98 82 0 09 Jan 2023
StereoISP: Rethinking Image Signal Processing for Dual Camera Systems Ahmad Bin Rabiah Qi Guo 47 0 0 11 Nov 2022
Gated Recurrent Unit for Video Denoising Kai Guo Seungwon Choi Jongseong Choi 46 0 0 17 Oct 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 79 18 0 07 Jul 2022
Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network Xiaogang Xu Yi-Bin Yu Nianjuan Jiang Jiangbo Lu Bei Yu Jiaya Jia 69 1 0 04 Jul 2022
SJ-HD^2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes Wei Li Shuai Xiao Tianhong Dai Shanxin Yuan Tao Wang Chengqiang Li Fenglong Song 71 6 0 20 Jun 2022
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs Abhijith Punnappurath Abdullah Abuolaim A. Abdelhamed Alex Levinshtein M. S. Brown 63 25 0 06 Jun 2022
NAN: Noise-Aware NeRFs for Burst-Denoising Naama Pearl T. Treibitz Simon Korman 111 57 0 10 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 81 51 0 08 Apr 2022
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting K. Prabhakar Susmit Agrawal R. Venkatesh Babu 116 11 0 24 Dec 2021
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers Lin Liu Shanxin Yuan Jianzhuang Liu Xintao Guo Youliang Yan Qi Tian ViT 55 13 0 17 Dec 2021
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images B. Mildenhall Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan Jonathan T. Barron 149 389 0 26 Nov 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 77 89 0 20 Oct 2021
Burst Image Restoration and Enhancement Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad A Khan Ming-Hsuan Yang 157 88 0 07 Oct 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising Goutam Bhat Martin Danelljan Feng Yu Luc Van Gool Radu Timofte SupR 99 62 0 18 Aug 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu Seung‐Won Jung 96 32 0 28 Jun 2021
HDR Video Reconstruction with Tri-Exposure Quad-Bayer Sensors Yitong Jiang Inchang Choi Jun Jiang Liang Feng 102 16 0 19 Mar 2021
Mobile Computational Photography: A Tour M. Delbracio D. Kelly Michael S. Brown P. Milanfar HAI 158 77 0 17 Feb 2021
Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising Xiangyu Xu Muchen Li Wenxiu Sun Ming-Hsuan Yang 86 42 0 26 Jan 2021
An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement Dario Fuoli Zhiwu Huang D. Paudel Luc Van Gool Radu Timofte 98 7 0 24 Dec 2020
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments Zhihao Xia Michael Gharbi Federico Perazzi Kalyan Sunkavalli Ayan Chakrabarti 50 16 0 09 Dec 2020
Unsupervised Deep Video Denoising D. Y. Sheth S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Mitesh M. Khapra Eero P. Simoncelli C. Fernandez‐Granda VGen 64 63 0 30 Nov 2020
Diagnosing and Preventing Instabilities in Recurrent Video Processing T. Tanay Aivar Sootla Matteo Maggioni P. Dokania Philip Torr A. Leonardis Greg Slabaugh 70 7 0 10 Oct 2020
Blind Image Super-Resolution with Spatial Context Hallucination Dong Huo Herbert Yang SupR 32 1 0 25 Sep 2020
Dynamic Low-light Imaging with Quanta Image Sensors Yiheng Chi Abhiram Gnanasambandam V. Koltun Stanley H. Chan 71 43 0 16 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 62 43 0 01 Jul 2020
Quanta Burst Photography Sizhuo Ma S. Gupta A. Ulku C. Bruschini E. Charbon Mohit Gupta 65 63 0 21 Jun 2020