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Deep Burst Denoising

Deep Burst Denoising

15 December 2017
Clément Godard
Kevin Blackburn-Matzen
M. Uyttendaele
ArXiv (abs)PDFHTML

Papers citing "Deep Burst Denoising"

50 / 66 papers shown
Title
K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers
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
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
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
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
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
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
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
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
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
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
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
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
Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen
Chenyuan Qu
Yu Zhang
Chen Chen
Jianbo Jiao
OODSSL
60
8
0
10 Sep 2023
Simultaneous temperature estimation and nonuniformity correction from
  multiple frames
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
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
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
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
DC2\text{DC}^2DC2: 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
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
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
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
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
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 --
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Quanta Burst Photography
Sizhuo Ma
S. Gupta
A. Ulku
C. Bruschini
E. Charbon
Mohit Gupta
65
63
0
21 Jun 2020
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