Noise2Void - Learning Denoising from Single Noisy Images

27 November 2018

Papers citing "Noise2Void - Learning Denoising from Single Noisy Images"

50 / 329 papers shown

Title
Adaptive noise imitation for image denoising Huangxing Lin Yihong Zhuang Yue Huang Xinghao Ding Yizhou Yu Xiaoqing Liu John Paisley 28 0 0 30 Nov 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents E. Guiraud Jakob Drefs Jörg Lücke DRL 45 3 0 27 Nov 2020
Cryo-ZSSR: multiple-image super-resolution based on deep internal learning Qinwen Huang Ye Zhou Xiaochen Du Reed Chen Jianyou Wang Cynthia Rudin A. Bartesaghi SupR 13 1 0 22 Nov 2020
Shared Prior Learning of Energy-Based Models for Image Reconstruction Thomas Pinetz Erich Kobler Thomas Pock Alexander Effland DiffM 27 4 0 12 Nov 2020
Noise2Stack: Improving Image Restoration by Learning from Volumetric Data Mikhail Papkov Kenny Roberts Lee Ann Madissoon Ö. Bayraktar D. Fishman K. Palo L. Parts 9 9 0 10 Nov 2020
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning S. Fadnavis Joshua D. Batson Eleftherios Garyfallidis DiffM 14 100 0 02 Nov 2020
Self-Supervised Training For Low Dose CT Reconstruction Mehmet Ozan Unal M. Ertas I. Yildirim OOD 14 12 0 25 Oct 2020
Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy S. Mohan R. Manzorro Joshua L. Vincent Binh Tang D. Y. Sheth Eero P. Simoncelli David S. Matteson Peter A Crozier C. Fernandez‐Granda 35 29 0 24 Oct 2020
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising Yali Peng Yue Cao Shigang Liu Jian Yang W. Zuo 32 11 0 23 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 27 110 0 22 Oct 2020
ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms H. Aggarwal Aniket Pramanik Maneesh John M. Jacob 32 22 0 20 Oct 2020
Learning an optimal PSF-pair for ultra-dense 3D localization microscopy E. Nehme Boris Ferdman Lucien E. Weiss Tal Naor Daniel Freedman T. Michaeli Y. Shechtman 8 5 0 29 Sep 2020
Deep Image Reconstruction using Unregistered Measurements without Groundtruth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu Hongyu An Ulugbek S. Kamilov 3DV 17 12 0 29 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 2020
Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors Akhmedkhan Shabanov Ilya Krotov Nikolay Chinaev Vsevolod Poletaev Sergei Kozlukov I. Pasechnik B. Yakupov A. Sanakoyeu V. Lebedev Dmitry Ulyanov 16 3 0 10 Sep 2020
Enhancing and Learning Denoiser without Clean Reference Rui Zhao D. Lun K. Lam DiffM 17 6 0 09 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 48 783 0 31 Aug 2020
Unpaired Learning of Deep Image Denoising Xiaohe Wu Ming-Yu Liu Yue Cao Dongwei Ren W. Zuo SSL 32 141 0 31 Aug 2020
Efficient Blind-Spot Neural Network Architecture for Image Denoising David Honzátko Siavash Bigdeli Engin Turetken Andrea L. Dunbar 11 14 0 25 Aug 2020
Improving Blind Spot Denoising for Microscopy A. Goncharova A. Honigmann Florian Jug Alexander Krull 33 26 0 19 Aug 2020
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography Guillaume Gisbert Neel Dey H. Ishikawa J. Schuman J. Fishbaugh Guido Gerig 22 6 0 18 Aug 2020
Unsupervised Image Restoration Using Partially Linear Denoisers Rihuan Ke Carola-Bibiane Schönlieb DiffM 25 12 0 14 Aug 2020
Regularization by Denoising via Fixed-Point Projection (RED-PRO) Regev Cohen Michael Elad P. Milanfar 33 106 0 01 Aug 2020
Learning Model-Blind Temporal Denoisers without Ground Truths Yanghao Li Bichuan Guo Jiangtao Wen Zhengxu Xia Shan Liu Yuxing Han DiffM 33 5 0 07 Jul 2020
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli 6 87 0 04 Jul 2020
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data F. Tonolini Pablo G. Moreno Andreas C. Damianou Roderick Murray-Smith 14 1 0 30 Jun 2020
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network Boyun Li Yuanbiao Gou Shuhang Gu Jerry Liu Qiufeng Wang Xi Peng 17 197 0 30 Jun 2020
Deconvolution with unknown noise distribution is possible for multivariate signals Elisabeth Gassiat Sylvain Le Corff Luc Lehéricy 25 11 0 25 Jun 2020
Burst Photography for Learning to Enhance Extremely Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 28 20 0 17 Jun 2020
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling Burhaneddin Yaman S. A. Hosseini Mehmet Akçakaya 8 3 0 16 Jun 2020
Image Deconvolution via Noise-Tolerant Self-Supervised Inversion H. Kobayashi A. Solak Joshua D. Batson Loic A. Royer 16 13 0 11 Jun 2020
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders M. Prakash Alexander Krull Florian Jug DiffM 20 20 0 10 Jun 2020
Learning Neural Light Transport Paul Sanzenbacher L. Mescheder Andreas Geiger 27 6 0 05 Jun 2020
Probabilistic self-learning framework for Low-dose CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 28 31 0 30 May 2020
Survey: Machine Learning in Production Rendering Shilin Zhu 3DV AI4CE 6 1 0 26 May 2020
DenoiSeg: Joint Denoising and Segmentation T. Buchholz M. Prakash Alexander Krull Florian Jug 3DV DiffM 10 61 0 06 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 31 19 0 06 May 2020
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution Namhyuk Ahn Jaejun Yoo Kyung-ah Sohn SupR 24 18 0 23 Apr 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 24 37 0 15 Apr 2020
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory Yixuan Su Yan Wang Simon Baker Deng Cai Xiaojiang Liu Anna Korhonen Nigel Collier 27 31 0 05 Apr 2020
Learning Invariant Representation for Unsupervised Image Restoration Wenchao Du Hu Chen Hongyu Yang OOD 24 86 0 28 Mar 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 27 206 0 28 Mar 2020
Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising S. Izadi Ghassan Hamarneh BDL 28 4 0 25 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 12 17 0 17 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 24 45 0 16 Mar 2020
Camera Trace Erasing C. Chen Zhiwei Xiong Xiaoming Liu Feng Wu 32 22 0 16 Mar 2020
Non-Local Part-Aware Point Cloud Denoising Chao Huang Ruihui Li Xianzhi Li Chi-Wing Fu 3DPC 28 9 0 14 Mar 2020
Restore from Restored: Video Restoration with Pseudo Clean Video Seunghwan Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 52 17 0 09 Mar 2020
Restore from Restored: Single Image Denoising with Pseudo Clean Image Seunghwan Lee Dongkyu Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 26 2 0 09 Mar 2020
Instance Separation Emerges from Inpainting Steffen Wolf Fred Hamprecht Jan Funke OCL SSL 28 2 0 28 Feb 2020