DenoiSeg: Joint Denoising and Segmentation

v1v2 (latest)

DenoiSeg: Joint Denoising and Segmentation

6 May 2020

Alexander Krull

ArXiv (abs)PDF HTML

Papers citing "DenoiSeg: Joint Denoising and Segmentation"

17 / 17 papers shown

Title
Zero-shot denoising via neural compression: Theoretical and algorithmic framework Ali Zafari Xi Chen S. Jalali DiffM 10 0 0 15 Jun 2025
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy Jonas Utz Stefan Vocht Anne Tjorven Buessen Dennis Possart Fabian Wagner Mareike Thies Mingxuan Gu S. Uderhardt Katharina Breininger MedIm 119 0 0 14 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 84 0 0 10 Mar 2025
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Ruxue Wen Hangjie Yuan Dong Ni Wenbo Xiao Yaoyao Wu OOD 96 14 0 31 Oct 2023
Self2Seg: Single-Image Self-Supervised Joint Segmentation and Denoising Nadja Gruber Johannes Schwab Noémie Debroux Nicolas Papadakis Markus Haltmeier 73 1 0 19 Sep 2023
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation M. Keaton Ram J. Zaveri Gianfranco Doretto 63 14 0 28 Dec 2022
Domino Denoise: An Accurate Blind Zero-Shot Denoiser using Domino Tilings Jason Lequyer Wen-Hsin Hsu Reuben Philip A. C. Erpf L. Pelletier 120 0 0 05 Dec 2022
μSplit: efficient image decomposition for microscopy data Ashesh Ashesh Alexander Krull M. D. Sante F. Pasqualini Florian Jug 70 4 0 23 Nov 2022
N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture Eva‐Maria Hock T. Buchholz Anselm Brachmann Florian Jug Alexander Freytag 65 14 0 15 Nov 2022
Seeing Far in the Dark with Patterned Flash Zhanghao Sun Jian Wang Yicheng Wu S. Nayar 76 2 0 25 Jul 2022
FReSCO: Flow Reconstruction and Segmentation for low latency Cardiac Output monitoring using deep artifact suppression and segmentation O. Jaubert Javier Montalt-Tordera James T Brown D. Knight Simon Arridge J. Steeden V. Muthurangu 89 4 0 25 Mar 2022
Deep learning based domain adaptation for mitochondria segmentation on EM volumes Daniel Franco-Barranco Julio Pastor-Tronch Aitor González-Marfil A. Muñoz-Barrutia Ignacio Arganda-Carreras 27 15 0 22 Feb 2022
Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks Suryanarayana Maddu D. Sturm Christian L. Müller I. Sbalzarini AI4CE 87 83 0 02 Jul 2021
Interpretable Unsupervised Diversity Denoising and Artefact Removal M. Prakash M. Delbracio P. Milanfar Florian Jug 112 34 0 03 Apr 2021
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu Ke Sun Dong Liu Zhiwei Xiong Zhengjun Zha 44 10 0 24 Feb 2021
Improving Blind Spot Denoising for Microscopy A. Goncharova A. Honigmann Florian Jug Alexander Krull 77 26 0 19 Aug 2020
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders M. Prakash Alexander Krull Florian Jug DiffM 47 20 0 10 Jun 2020