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High-Quality Self-Supervised Deep Image Denoising

29 January 2019

Papers citing "High-Quality Self-Supervised Deep Image Denoising"

50 / 157 papers shown

Title
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency Hansen Feng Lizhi Wang Yiqi Huang Tong Li Lin Zhu Hua Huang 110 0 0 04 Jun 2025
Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum Wenquan Lu Jiaqi Zhang Hugues Van Assel Randall Balestriero 118 0 0 18 May 2025
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion Junkai Zhang Bin Li Shoujun Zhou Yue Du 138 0 0 04 Apr 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models Basar Demir Yikang Liu Xiao Chen Eric Z. Chen Lin Zhao Boris Mailhe Terrence Chen Shanhui Sun DiffM MedIm 102 0 0 31 Mar 2025
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance Suzanne Stathatos Michael Hobley Markus Marks Pietro Perona 79 0 0 31 Mar 2025
Unsupervised Real-World Denoising: Sparsity is All You Need Hamadi Chihaoui Paolo Favaro DiffM 137 0 0 27 Mar 2025
Appeal prediction for AI up-scaled Images Steve Göring Rasmus Merten Alexander Raake 74 0 0 19 Feb 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 551 0 0 10 Feb 2025
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions Mikhail Papkov P. Chizhov L. Parts ViT 137 2 0 31 Dec 2024
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 181 2 0 21 Dec 2024
Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising Zikang Chen Tao Jiang Xiaowan Hu Wang Zhang Huaqiu Li Haoqian Wang 104 0 0 16 Dec 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 512 0 0 22 Nov 2024
Adaptive Domain Learning for Cross-domain Image Denoising Zian Qian Chenyang Qi K. L. Law Hao Fu Chenyang Lei Qifeng Chen 121 0 0 03 Nov 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 104 0 0 23 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video Marco Sánchez-Beeckman Antoni Buades Nicola Brandonisio Bilel Kanoun 101 0 0 03 Oct 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 62 1 0 17 Sep 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 90 15 0 25 Jul 2024
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion Jiyuan Zhang Kang Chen Shiyan Chen Yajing Zheng Tiejun Huang Zhaofei Yu 3DGS 73 4 0 14 Jul 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 115 4 0 09 Jul 2024
Zero-Shot Image Denoising for High-Resolution Electron Microscopy Xuanyu Tian Zhuoya Dong Xiyue Lin Yue Gao Hongjiang Wei Yanhang Ma Jingyi Yu Yuyao Zhang 57 0 0 20 Jun 2024
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions Baoyue Zhang Yajing Zheng Shiyan Chen Jiyuan Zhang Kang Chen Zhaofei Yu Tiejun Huang 94 0 0 01 Jun 2024
Non-Uniform Exposure Imaging via Neuromorphic Shutter Control Mingyuan Lin Jian Liu Chi Zhang Zibo Zhao Chu He Lei Yu 76 0 0 22 Apr 2024
Unsupervised Microscopy Video Denoising M. Aiyetigbo Alexander Korte Ethan Anderson Reda Chalhoub Peter Kalivas Feng Luo Nianyi Li 69 0 0 17 Apr 2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams Kang Chen Shiyan Chen Jiyuan Zhang Baoyue Zhang Yajing Zheng Tiejun Huang Zhaofei Yu AI4TS 101 6 0 14 Mar 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 76 0 0 23 Feb 2024
A unified framework of non-local parametric methods for image denoising Sébastien Herbreteau Charles Kervrann 107 0 0 21 Feb 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 83 0 0 26 Jan 2024
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 45 1 0 19 Dec 2023
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements Gaurav Shrivastava Ser-Nam Lim Abhinav Shrivastava 44 11 0 13 Dec 2023
Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng Lipei Zhang Zhenda Shen Shujun Wang Lequan Yu Raymond H. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 58 3 0 22 Nov 2023
Direct Unsupervised Denoising Benjamin Salmon Alexander Krull DiffM OOD 39 1 0 27 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 56 20 0 16 Oct 2023
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise Benjamin Salmon Alexander Krull 146 1 0 11 Oct 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
Blind Biological Sequence Denoising with Self-Supervised Set Learning Nathan Ng Ji Won Park Jae Hyeon Lee Ryan Lewis Kelly Stephen Ra Kyunghyun Cho BDL 27 0 0 04 Sep 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 86 14 0 09 Aug 2023
Recurrent Self-Supervised Video Denoising with Denser Receptive Field Zichun Wang Yulun Zhang Debing Zhang Ying Fu 82 8 0 07 Aug 2023
Recurrent Spike-based Image Restoration under General Illumination Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 61 6 0 06 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 71 28 0 31 Jul 2023
Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising C. Birnie M. Ravasi 73 9 0 13 Jul 2023
Unsupervised Coordinate-Based Video Denoising M. Aiyetigbo Dineshchandar Ravichandran Reda Chalhoub Peter Kalivas Nianyi Li DiffM 60 1 0 01 Jul 2023
Multi-Echo Denoising in Adverse Weather Alvari Seppänen Risto Ojala Kari Tammi 53 3 0 23 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 139 14 0 10 May 2023
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning Fei Wen Wei Wang Wenxian Yu 56 0 0 29 Apr 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network Y. Jang Keun-Ohk Lee G. Park Seyun Kim N. Cho 70 18 0 19 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 104 57 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 108 49 0 04 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising Zichun Wang Ying Fu Ji Liu Yulun Zhang 101 45 0 02 Apr 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 128 8 0 29 Mar 2023