MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for
Image-to-Image Transformation

MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation

6 September 2022

Papers citing "MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation"

17 / 17 papers shown

Title
A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images Dominik Jens Elias Waibel Ernst Rooell Bastian Rieck Raja Giryes Carsten Marr DiffM MedIm 44 41 0 30 Aug 2022
DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy Yu Liu K. Weiss Nassir Navab Carsten Marr Jan Huisken Tingying Peng 51 2 0 27 Jun 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 102 1,093 0 04 Jan 2022
Interpretable Unsupervised Diversity Denoising and Artefact Removal M. Prakash M. Delbracio P. Milanfar Florian Jug 62 34 0 03 Apr 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 147 1,567 0 18 Mar 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 63 206 0 20 Mar 2020
Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy Martin Weigert Uwe Schmidt Robert Haase Ko Sugawara E. Myers 53 365 0 09 Aug 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 108 1,692 0 16 Feb 2019
Cell Detection with Star-convex Polygons Uwe Schmidt Martin Weigert Coleman Broaddus E. Myers 56 1,096 0 09 Jun 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 138 4,994 0 11 Apr 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 102 1,643 0 14 Mar 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 99 1,425 0 03 Jan 2018
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 159 5,871 0 10 Jul 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 107 5,556 0 30 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 302 19,560 0 21 Nov 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 74 792 0 01 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.3K 76,547 0 18 May 2015