Enforcing connectivity of 3D linear structures using their 2D
projections

Enforcing connectivity of 3D linear structures using their 2D projections

14 July 2022

Mateusz Koziñski

Papers citing "Enforcing connectivity of 3D linear structures using their 2D projections"

18 / 18 papers shown

Title
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 52 91 0 18 Mar 2021
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation Doruk Öner Mateusz Koziñski Leonardo Citraro N. Dadap A. Konings Pascal Fua 95 31 0 15 Sep 2020
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI Nicholas Byrne J. Clough Giovanni Montana A. King 26 27 0 21 Aug 2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger A. Zhylka J. Pluim Ulrich Bauer Bjoern Menze 106 296 0 16 Mar 2020
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology J. Clough Nicholas Byrne Ilkay Oksuz Zhenzhong Lan Julia A. Schnabel A. King 53 221 0 04 Oct 2019
Topology-Preserving Deep Image Segmentation Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 45 276 0 12 Jun 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 129 29 0 09 May 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 56 458 0 01 Apr 2019
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction Zhihui Guo Junjie Bai Yi Lu Xin Wang K. Cao Qi Song Milan Sonka Youbing Yin 3DPC 47 30 0 25 Mar 2019
Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation Mateusz Koziñski Agata Mosinska Mathieu Salzmann Pascal Fua MedIm 3DV 48 20 0 26 Nov 2018
Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier J. Wolterink R. V. Hamersvelt M. Viergever T. Leiner Ivana Išgum 3DPC 21 170 0 07 Oct 2018
SpaceNet: A Remote Sensing Dataset and Challenge Series A. V. Etten David Lindenbaum Todd M. Bacastow 54 391 0 03 Jul 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation Agata Mosinska Pablo Márquez-Neila Mateusz Koziñski Pascal Fua 3DV 63 231 0 06 Dec 2017
Deep Retinal Image Understanding Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbeláez Luc Van Gool 109 508 0 05 Sep 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms Yaroslav Ganin Victor Lempitsky OOD 77 271 0 25 Jun 2014
Maximin affinity learning of image segmentation Srinivas C. Turaga K. Briggman M. Helmstaedter W. Denk H. S. Seung 110 146 0 28 Nov 2009