Noise2Noise: Learning Image Restoration without Clean Data

12 March 2018

Papers citing "Noise2Noise: Learning Image Restoration without Clean Data"

50 / 180 papers shown

Title
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 19 5 0 19 Apr 2023
Discovering Structure From Corruption for Unsupervised Image Reconstruction Oscar Leong Angela F. Gao He Sun Katherine Bouman 29 5 0 12 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 33 49 0 04 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 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 34 46 0 04 Apr 2023
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 28 2 0 27 Mar 2023
Image Reconstruction without Explicit Priors Angela F. Gao Oscar Leong He Sun Katherine Bouman 16 8 0 21 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 37 4 0 16 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 32 12 0 16 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 39 35 0 13 Mar 2023
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scans D. Ivanova John Williamson Paul Henderson 24 2 0 20 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 15 1 0 18 Feb 2023
A deep convolutional neural network for salt-and-pepper noise removal using selective convolutional blocks A. Rafiee Mahmoud Farhang 18 13 0 10 Feb 2023
DDM $^2$ : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models Tiange Xiang Mahmut Yurt Ali B. Syed Kawin Setsompop Akshay S. Chaudhari MedIm DiffM 33 54 0 06 Feb 2023
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing Wenjie Zhu Peijie Qiu Oana Dumitrascu Jacob Jacob Mohammad Farazi Zhangsihao Yang Keshav Nandakumar Yalin Wang MedIm 27 13 0 06 Feb 2023
Neural Shadow Mapping S. Datta Derek Nowrouzezahrai Christoph Schied Zhao Dong 27 6 0 12 Jan 2023
Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging Yusheng Zhou Hao Li Jianan Liu Zhengmin Kong Tao Huang Euijoon Ah Zhihan Lv Jinman Kim David Dagan Feng MedIm 26 0 0 04 Jan 2023
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction Jie Feng Rui-jun Feng Qing Wu Zhiyong Zhang Yuyao Zhang Hongjiang Wei 25 22 0 31 Dec 2022
Simulator-Based Self-Supervision for Learned 3D Tomography Reconstruction Onni Kosomaa S. Laine Tero Karras M. Aittala J. Lehtinen 25 2 0 14 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 30 21 0 01 Dec 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 49 358 0 14 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 40 12 0 14 Nov 2022
StereoISP: Rethinking Image Signal Processing for Dual Camera Systems Ahmad Bin Rabiah Qi Guo 17 0 0 11 Nov 2022
Deep Appearance Prefiltering Steve Bako P. Sen Anton Kaplanyan AI4CE 29 6 0 08 Nov 2022
Self Supervised Low Dose Computed Tomography Image Denoising Using Invertible Network Exploiting Inter Slice Congruence Sutanu Bera P. Biswas 26 5 0 03 Nov 2022
Attention-based Neural Cellular Automata Mattie Tesfaldet Derek Nowrouzezahrai C. Pal ViT 37 17 0 02 Nov 2022
Analysis of Noisy-target Training for DNN-based speech enhancement Takuya Fujimura T. Toda 32 4 0 02 Nov 2022
Transfer learning for self-supervised, blind-spot seismic denoising C. Birnie T. Alkhalifah OOD 39 17 0 25 Sep 2022
Learning to Simulate Realistic LiDARs Benoît Guillard Sai H. Vemprala Jayesh K. Gupta O. Mikšík Vibhav Vineet Pascal Fua Ashish Kapoor 3DPC 11 18 0 22 Sep 2022
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images Nithin Gopalakrishnan Nair R. Yasarla Vishal M. Patel 20 1 0 20 Sep 2022
Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction Zhuoxu Cui Chentao Cao Shaonan Liu Qingyong Zhu Jing Cheng Haifeng Wang Yanjie Zhu Dong Liang DiffM MedIm 49 36 0 02 Sep 2022
Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising Ruizhou Liu Qiang Ma Zhi-Qi Cheng Y. Lyu Jianji Wang S. Kevin Zhou 33 1 0 30 Aug 2022
Decay2Distill: Leveraging spatial perturbation and regularization for self-supervised image denoising Manisha Das Chaity Masud An Nur Islam Fahim DiffM 22 1 0 03 Aug 2022
Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination Lin Lyu A. Tewari Thomas Leimkuehler Marc Habermann Christian Theobalt 21 48 0 27 Jul 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 32 20 0 02 Jun 2022
A hybrid approach to seismic deblending: when physics meets self-supervision N. Luiken M. Ravasi C. Birnie 21 6 0 30 May 2022
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise Charles Millard M. Chiew 40 33 0 20 May 2022
Speckle Image Restoration without Clean Data Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang Chau-Jern Cheng 14 4 0 18 May 2022
Self-supervised Deep Unrolled Reconstruction Using Regularization by Denoising Peizhou Huang Chaoyi Zhang Xiaoliang Zhang Xiaojuan Li Liang Dong L. Ying 41 14 0 07 May 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites N. Nguyen J. Anger Axel Davy Pablo Arias Gabriele Facciolo SupR 30 16 0 04 May 2022
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction Qiaoqiao Ding Hui Ji Yuhui Quan Xiaoqun Zhang OOD 16 5 0 01 May 2022
List-Mode PET Image Reconstruction Using Deep Image Prior K. Ote F. Hashimoto Yuya Onishi Takashi Isobe Yasuomi Ouchi MedIm 30 19 0 28 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 24 49 0 08 Apr 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network Wooseok Lee Sanghyun Son Kyoung Mu Lee 42 117 0 22 Mar 2022
An Annotation-free Restoration Network for Cataractous Fundus Images Heng Li Haofeng Liu Yan Hu Huazhu Fu Yitian Zhao Hanpei Miao Jiang-Dong Liu 25 51 0 15 Mar 2022
Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots Zejin Wang Jiazheng Liu Guoqing Li Hua Han SSL 18 126 0 14 Mar 2022
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography Jiaxiang Ren K. Park Yingtian Pan H. Ling 30 2 0 21 Feb 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 30 78 0 19 Feb 2022
Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model Dewei Hu Yuankai K. Tao I. Oguz DiffM MedIm 158 43 0 27 Jan 2022
FN-Net:Remove the Outliers by Filtering the Noise Kai Lv 21 0 0 23 Jan 2022