Papers citing 'Rethinking Noise Synthesis and Modeling in Raw Denoising'

Title
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Yunfan Lu Nico Messikommer Xiaogang Xu L. Chen Yuhan Chen Nikola Zubić Davide Scaramuzza Hui Xiong 28 0 0 22 Nov 2025
AIM 2025 Challenge on Real-World RAW Image Denoising Feiran Li Jiacheng Li Marcos V. Conde Beril Besbinar Vlad Hosu Daisuke Iso Radu Timofte 84 0 0 08 Oct 2025
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Jiasheng Guo Xin Gao Yuxiang Yan Guanghao Li Jian Pu 72 2 0 11 Sep 2025
Physics-Guided Rectified Flow for Low-light RAW Image Enhancement Juntai Zeng 32 0 0 10 Sep 2025
DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Longjian Zeng Zunjie Zhu Rongfeng Lu Ming Lu Bolun Zheng C. Yan Anke Xue VLM MDE 164 1 0 24 Jul 2025
Learning to See in the Extremely Dark Hai Jiang Binhao Guan Zhen Liu Xiaohong Liu Jian Yu Zheng Liu Songchen Han Shuaicheng Liu DiffM 175 0 0 26 Jun 2025
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency Hansen Feng Lizhi Wang Yiqi Huang Tong Li Lin Zhu Hua Huang 202 3 0 04 Jun 2025
Towards a Universal Image Degradation Model via Content-Degradation Disentanglement Wenbo Yang Zhongling Wang Zhou Wang DiffM 166 0 0 19 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 270 2 0 07 May 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection Shani Gamrian Hila Barel Feiran Li Masakazu Yoshimura Daisuke Iso 208 0 0 17 Mar 2025
Dark Noise Diffusion: Noise Synthesis for Low-Light Image DenoisingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 238 0 0 14 Mar 2025
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 313 4 0 10 Dec 2024
Video Denoising in Fluorescence Guided Surgery Trevor Seets Andreas Velten MedIm AI4CE 130 0 0 14 Nov 2024
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 261 0 0 03 Nov 2024
Toward Efficient Deep Blind RAW Image RestorationInternational Conference on Information Photonics (ICIP), 2024 Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 113 7 0 26 Sep 2024
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 193 5 0 17 Sep 2024
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Longfei Han Peiliang Huang Xiaoxu Feng Longfei Han Jiawei Han Mamba 461 8 0 11 Sep 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video DeblurringEuropean Conference on Computer Vision (ECCV), 2024 Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 198 9 0 27 Aug 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 167 5 0 22 Apr 2024
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image DenoisingAAAI Conference on Artificial Intelligence (AAAI), 2024 Junyi Li Zhilu Zhang W. Zuo 216 0 0 11 Apr 2024
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 178 2 0 04 Apr 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 140 9 0 24 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 139 3 0 13 Dec 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 191 4 0 13 Oct 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 238 4 0 07 Aug 2023
Recurrent Spike-based Image Restoration under General IlluminationACM Multimedia (ACM MM), 2023 Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 182 7 0 06 Aug 2023
Towards General Low-Light Raw Noise Synthesis and ModelingIEEE International Conference on Computer Vision (ICCV), 2023 Feng Zhang Bin Xu Zhiqiang Li Hengrong Du Qingbo Lu Changxin Gao Nong Sang DiffM 219 27 0 31 Jul 2023
ExposureDiffusion: Learning to Expose for Low-light Image EnhancementIEEE International Conference on Computer Vision (ICCV), 2023 Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen DiffM 156 63 0 15 Jul 2023
Beyond Learned Metadata-based Raw Image ReconstructionInternational Journal of Computer Vision (IJCV), 2023 Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen 175 6 0 21 Jun 2023
Efficient HDR Reconstruction from Real-World Raw Images Qirui Yang Yihao Liu Qihua Chen Huanjing Yue Kun Li Jingyu Yang 3DV 257 6 0 17 Jun 2023
A Unified Conditional Framework for Diffusion-based Image RestorationNeural Information Processing Systems (NeurIPS), 2023 Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Jiaming Song DiffM 209 35 0 31 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 253 12 0 01 May 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2023 Junyi Li Zhilu Zhang Xiaoyu Liu Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 150 55 0 27 Mar 2023
Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-DarkComputer Vision and Pattern Recognition (CVPR), 2023 Muyao Niu Zhuoxiao Li Zhihang Zhong Yinqiang Zheng 105 6 0 21 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 222 6 0 16 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Jiaming Song 239 75 0 06 Mar 2023
Raw Image Reconstruction with Learned Compact MetadataComputer Vision and Pattern Recognition (CVPR), 2023 Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen 225 24 0 25 Feb 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --SIAM Journal of Imaging Sciences (JSIS), 2023 Michael Elad Bahjat Kawar Gregory Vaksman 186 120 0 09 Jan 2023
Learn to See Faster: Pushing the Limits of High-Speed Camera with Deep Underexposed Image Denoising Weihao Zhuang T. Hascoet R. Takashima T. Takiguchi 93 0 0 29 Nov 2022
Modular Degradation Simulation and Restoration for Under-Display CameraAsian Conference on Computer Vision (ACCV), 2022 Yang Zhou Yuda Song Xin Du 146 15 0 23 Sep 2022
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise ModelingACM Multimedia (ACM MM), 2022 Hansen Feng Lizhi Wang Yuzhi Wang Huan Huang 169 43 0 13 Jul 2022
Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network Xiaohan Li Yi-Bin Yu Nianjuan Jiang Jiangbo Lu Bei Yu Jiaya Jia 150 1 0 04 Jul 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean ImagesComputer Vision and Pattern Recognition (CVPR), 2022 Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 142 26 0 02 Jun 2022
Modeling sRGB Camera Noise with Normalizing FlowsComputer Vision and Pattern Recognition (CVPR), 2022 Shayan Kousha Ali Maleky M. S. Brown Marcus A. Brubaker 111 34 0 02 Jun 2022
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising NetworkInternational Journal of Computer Vision (IJCV), 2022 Dasong Li Yuanhang Zhang K. L. Law Xiaogang Wang Hongwei Qin Jiaming Song 127 20 0 10 May 2022
Dancing under the stars: video denoising in starlightComputer Vision and Pattern Recognition (CVPR), 2022 Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 142 62 0 08 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2022 Yunhao Zou Ying Fu DiffM 149 27 0 03 Apr 2022
Realistic Blur Synthesis for Learning Image DeblurringEuropean Conference on Computer Vision (ECCV), 2022 Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 198 61 0 17 Feb 2022
IDR: Self-Supervised Image Denoising via Iterative Data RefinementComputer Vision and Pattern Recognition (CVPR), 2021 Yuanhang Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Jiaming Song 163 71 0 29 Nov 2021