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A Physics-based Noise Formation Model for Extreme Low-light Raw
  Denoising
v1v2 (latest)

A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising

Computer Vision and Pattern Recognition (CVPR), 2020
28 March 2020
Kaixuan Wei
Ying Fu
Jiaolong Yang
Hua Huang
    DiffM
ArXiv (abs)PDFHTML

Papers citing "A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising"

50 / 123 papers shown
CARD: Correlation Aware Restoration with Diffusion
CARD: Correlation Aware Restoration with Diffusion
Niki Nezakati
Arnab Ghosh
Amit Roy-Chowdhury
Vishwanath Saragadam
DiffM
66
0
0
04 Dec 2025
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation
Yunfan Lu
Nico Messikommer
Xiaogang Xu
L. Chen
Yuhan Chen
Nikola Zubić
Davide Scaramuzza
Hui Xiong
133
0
0
22 Nov 2025
Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis
Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis
Eashan Adhikarla
Yixin Liu
Brian D. Davison
DiffMMedIm
306
1
0
07 Oct 2025
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection
Jiasheng Guo
Xin Gao
Yuxiang Yan
Guanghao Li
Jian Pu
285
3
0
11 Sep 2025
DarkVRAI: Capture-Condition Conditioning and Burst-Order Selective Scan for Low-light RAW Video Denoising
DarkVRAI: Capture-Condition Conditioning and Burst-Order Selective Scan for Low-light RAW Video Denoising
Youngjin Oh
J. Kwon
J. S. Park
Nam Ik Cho
VGen
203
0
0
31 Aug 2025
AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
Alexander Yakovenko
George Chakvetadze
Ilya Khrapov
Maksim Zhelezov
D. Vatolin
...
Xiaoping Peng
Hansen Feng
Zhanyi Tie
Ziming Xia
Lizhi Wang
162
20
0
22 Aug 2025
Efficient Image Denoising Using Global and Local Circulant Representation
Efficient Image Denoising Using Global and Local Circulant Representation
Zhaoming Kong
Jiahuan Zhang
Xiaowei Yang
152
0
0
14 Aug 2025
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement
Jingxi Liao
Shijie Hao
Richang Hong
Meng Wang
161
3
0
27 Jul 2025
DepthDark: Robust Monocular Depth Estimation for Low-Light Environments
DepthDark: Robust Monocular Depth Estimation for Low-Light Environments
Longjian Zeng
Zunjie Zhu
Rongfeng Lu
Ming Lu
Bolun Zheng
C. Yan
Anke Xue
VLMMDE
275
3
0
24 Jul 2025
Physical Degradation Model-Guided Interferometric Hyperspectral Reconstruction with Unfolding Transformer
Physical Degradation Model-Guided Interferometric Hyperspectral Reconstruction with Unfolding Transformer
Yuansheng Li
Yunhao Zou
Linwei Chen
Ying Fu
180
1
0
27 Jun 2025
A Real-time Endoscopic Image Denoising System
A Real-time Endoscopic Image Denoising System
Yu Xing
Shishi Huang
Meng Lv
Guo Chen
Huailiang Wang
Lingzhi Sui
223
1
0
18 Jun 2025
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency
Hansen Feng
Lizhi Wang
Yiqi Huang
Tong Li
Lin Zhu
Hua Huang
341
3
0
04 Jun 2025
DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP
DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP
Amber Yijia Zheng
Yu Zhang
Jun Hu
Raymond A. Yeh
Chen Chen
DiffM
424
2
0
29 May 2025
DSDNet: Raw Domain Demoiréing via Dual Color-Space Synergy
DSDNet: Raw Domain Demoiréing via Dual Color-Space Synergy
Qirui Yang
Fangpu Zhang
Yeying Jin
Qihua Cheng
Pengtao Jiang
Huanjing Yue
Jingyu Yang
348
0
0
22 Apr 2025
Noise Calibration and Spatial-Frequency Interactive Network for STEM Image Enhancement
Noise Calibration and Spatial-Frequency Interactive Network for STEM Image EnhancementComputer Vision and Pattern Recognition (CVPR), 2025
Hesong Li
Zhikai Wu
Ruiwen Shao
Tao Zhang
Ying Fu
273
13
0
03 Apr 2025
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset
Manjushree B. Aithal
Rosaura G. VidalMata
Manikandtan Kartha
Gong Chen
Eashan Adhikarla
L. N. Kirsten
Zhicheng Fu
Nikhil Ambha Madhusudhana
Joe Nasti
321
2
0
25 Mar 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark
Ziteng Cui
Jianfei Yang
Tatsuya Harada
VLM
294
0
0
21 Mar 2025
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image Enhancement
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image EnhancementIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025
Aupendu Kar
S. K. Dhara
Debashis Sen
P. Biswas
338
11
0
01 Mar 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and
  Deblurring
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and DeblurringIEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
435
5
0
10 Dec 2024
RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model
Hongjun Chen
Wencheng Han
Huan Zheng
Jianbing Shen
Mamba
383
2
0
18 Nov 2024
Video Denoising in Fluorescence Guided Surgery
Video Denoising in Fluorescence Guided Surgery
Trevor Seets
Andreas Velten
MedImAI4CE
213
1
0
14 Nov 2024
Adaptive Domain Learning for Cross-domain Image Denoising
Adaptive Domain Learning for Cross-domain Image DenoisingNeural Information Processing Systems (NeurIPS), 2024
Zian Qian
Zhiheng Liu
K. L. Law
Hao Fu
Chenyang Lei
Qifeng Chen
323
0
0
03 Nov 2024
Time-Resolved MNIST Dataset for Single-Photon Recognition
Time-Resolved MNIST Dataset for Single-Photon Recognition
Aleksi Suonsivu
Lauri Salmela
Edoardo Peretti
Leevi Uosukainen
Radu Ciprian Bilcu
Giacomo Boracchi
151
3
0
22 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video
Combining Pre- and Post-Demosaicking Noise Removal for RAW VideoIEEE Transactions on Image Processing (TIP), 2024
Marco Sánchez-Beeckman
Antoni Buades
Nicola Brandonisio
Bilel Kanoun
255
2
0
03 Oct 2024
DualDn: Dual-domain Denoising via Differentiable ISP
DualDn: Dual-domain Denoising via Differentiable ISPEuropean Conference on Computer Vision (ECCV), 2024
Ruikang Li
Yujin Wang
Shiqi Chen
Fan Zhang
Liang Feng
Tianfan Xue
325
10
0
27 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained
  Image Denoisers
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image DenoisersEuropean Conference on Computer Vision (ECCV), 2024
Zixuan Fu
Lanqing Guo
Chong Wang
Yufei Wang
Zhihao Li
Bihan Wen
276
8
0
17 Sep 2024
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet
  Priori
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori
Jinhong He
Minglong Xue
Wenhai Wang
Mingliang Zhou
296
1
0
13 Sep 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring
CMTA: Cross-Modal Temporal Alignment for Event-guided Video DeblurringEuropean Conference on Computer Vision (ECCV), 2024
Taewoo Kim
Hoonhee Cho
Kuk-Jin Yoon
324
15
0
27 Aug 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW ImagesEuropean Conference on Computer Vision (ECCV), 2024
Ziteng Cui
Tatsuya Harada
207
19
0
27 Aug 2024
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video
  Enhancement
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video EnhancementEuropean Conference on Computer Vision (ECCV), 2024
Xiangjie Sui
Wenhan Yang
Siyi Pan
Hanwei Zhu
Zhangkai Ni
Qi Mao
Shiqi Wang
328
14
0
22 Aug 2024
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely
  Low-Light Conditions
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions
Yihao Ai
Yifei Qi
Bo Wang
Yu-Feng Cheng
Xinchao Wang
Robby T. Tan
437
6
0
22 Jul 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement
Eashan Adhikarla
Kai Zhang
Rosaura G. VidalMata
Manjushree B. Aithal
Nikhil Ambha Madhusudhana
John Nicholson
Lichao Sun
Brian D. Davison
301
6
0
18 Jul 2024
Masked Video and Body-worn IMU Autoencoder for Egocentric Action
  Recognition
Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition
Mingfang Zhang
Yifei Huang
Ruicong Liu
Yoichi Sato
246
21
0
09 Jul 2024
Technique Report of CVPR 2024 PBDL Challenges
Technique Report of CVPR 2024 PBDL Challenges
Ying Fu
Yu Li
Shaodi You
Boxin Shi
Linwei Chen
...
Songyin Dai
Sen Jia
Junpei Zhang
Puhua Chen
Qihang Li
277
2
0
15 Jun 2024
From Chaos to Clarity: 3DGS in the Dark
From Chaos to Clarity: 3DGS in the Dark
Zhihao Li
Yufei Wang
Alex Kot
Bihan Wen
3DGS
242
14
0
12 Jun 2024
LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising
LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising
Yuxing Duan
Shihan Peng
Lin Zhu
Wei Zhang
Yi Chang
Sheng Zhong
Luxin Yan
264
19
0
30 May 2024
Multi-Object Tracking in the Dark
Multi-Object Tracking in the Dark
Xinzhe Wang
Kang Ma
Qiankun Liu
Yunhao Zou
Ying Fu
VOT
375
28
0
10 May 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data
  Distribution Compensation
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation
Haolin Yang
Chaoqiang Zhao
Lu Sheng
Yang Tang
MDE
227
6
0
22 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
412
4
0
12 Apr 2024
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image DenoisingAAAI Conference on Artificial Intelligence (AAAI), 2024
Junyi Li
Zhilu Zhang
W. Zuo
456
0
0
11 Apr 2024
Real-time Noise Source Estimation of a Camera System from an Image and
  Metadata
Real-time Noise Source Estimation of a Camera System from an Image and MetadataAdvanced Intelligent Systems (AIS), 2024
Maik Wischow
Patrick Irmisch
Anko Boerner
Guillermo Gallego
293
2
0
04 Apr 2024
Binarized Low-light Raw Video Enhancement
Binarized Low-light Raw Video Enhancement
Gengchen Zhang
Yulun Zhang
Xin Yuan
Ying Fu
MQ
350
18
0
29 Mar 2024
When Semantic Segmentation Meets Frequency Aliasing
When Semantic Segmentation Meets Frequency AliasingInternational Conference on Learning Representations (ICLR), 2024
Linwei Chen
Lin Gu
Ying Fu
432
24
0
14 Mar 2024
Boundary Attention: Learning to Localize Boundaries under High Noise
Boundary Attention: Learning to Localize Boundaries under High Noise
Mia Gaia Polansky
Charles Herrmann
Junhwa Hur
Deqing Sun
Dor Verbin
Todd E. Zickler
205
0
0
01 Jan 2024
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light
  Images
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images
Rishit Dagli
319
4
0
13 Dec 2023
Learning to See Low-Light Images via Feature Domain Adaptation
Learning to See Low-Light Images via Feature Domain Adaptation
Qirui Yang
Qihua Cheng
Huanjing Yue
Le Zhang
Yihao Liu
Jingyu Yang
413
15
0
11 Dec 2023
Recaptured Raw Screen Image and Video Demoiréing via Channel and
  Spatial Modulations
Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
Huanjing Yue
Yijia Cheng
Xin Liu
Jingyu Yang
204
16
0
31 Oct 2023
Learning Physics-Informed Noise Models from Dark Frames for Low-Light Raw Image Denoising
Learning Physics-Informed Noise Models from Dark Frames for Low-Light Raw Image Denoising
Hansen Feng
Lizhi Wang
Yiqi Huang
Yuzhi Wang
Lin Zhu
Huan Huang
AI4CEDiffM
397
4
0
13 Oct 2023
Dual-Camera Joint Deblurring-Denoising
Dual-Camera Joint Deblurring-Denoising
Shayan Shekarforoush
Amanpreet Walia
Marcus A. Brubaker
Konstantinos G. Derpanis
Alex Levinshtein
276
6
0
16 Sep 2023
Unsupervised Image Denoising in Real-World Scenarios via
  Self-Collaboration Parallel Generative Adversarial Branches
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial BranchesIEEE International Conference on Computer Vision (ICCV), 2023
X. Lin
Chao Ren
Xiao Liu
Jie Huang
Yinjie Lei
257
50
0
13 Aug 2023
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