Promoting Connectivity of Network-Like Structures by Enforcing Region
Separation

Promoting Connectivity of Network-Like Structures by Enforcing Region Separation

15 September 2020

Mateusz Koziñski

Leonardo Citraro

Papers citing "Promoting Connectivity of Network-Like Structures by Enforcing Region Separation"

17 / 17 papers shown

Title
CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation Elyar Esmaeilzadeh Ehsan Garaaghaji Farzad Hallaji Azad Doruk Oner 53 0 0 01 Apr 2025
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning Siyi Wu Liang Zhao Haotian Ma Xinyuan Song 49 0 0 14 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Juan Miguel Valverde Motoya Koga Nijihiko Otsuka Anders Bjorholm Dahl 38 0 0 05 Mar 2025
Enhancing the automatic segmentation and analysis of 3D liver vasculature models Yassine Machta Omar S. Ali Kevin Hakkakian Ana Vlascenau Amaury Facque Nicolas Golse I. Vignon-Clementel 90 0 0 24 Nov 2024
Vision-Based Power Line Cables and Pylons Detection for Low Flying Aircraft Jakub Gwizdala Doruk Öner S. Roy Mian Akbar Shah Ad Eberhard Ivan Egorov Philipp Krüsi Grigory Yakushev Pascal Fua 66 0 0 19 Jul 2024
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction Tinghuai Wang Guangming Wang Kuan Eeik Tan 39 0 0 02 Jul 2024
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods Chuni Liu Boyuan Ma Xiaojuan Ban Yujie Xie Hao Wang Weihua Xue Jingchao Ma Ke Xu 46 4 0 29 Apr 2024
Enabling Uncertainty Estimation in Iterative Neural Networks N. Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 54 8 0 25 Mar 2024
Topologically faithful image segmentation via induced matching of persistence barcodes Nicolas Stucki Johannes C. Paetzold Suprosanna Shit Bjoern H. Menze Ulrich Bauer 22 38 0 28 Nov 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 42 10 0 13 Sep 2022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Minh On Vu Ngoc Yizi Chen Nicolas Boutry Jonathan Fabrizio Clement Mallet 34 1 0 23 Jul 2022
Enforcing connectivity of 3D linear structures using their 2D projections Doruk Öner Hussein Osman Mateusz Koziñski Pascal Fua 35 5 0 14 Jul 2022
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate Doruk Öner Leonardo Citraro Mateusz Koziñski Pascal Fua 3DH 3DPC 34 2 0 06 Dec 2021
Persistent Homology with Improved Locality Information for more Effective Delineation Doruk Öner A. Garin Mateusz Koziñski K. Hess Pascal Fua 44 7 0 12 Oct 2021
CP-loss: Connectivity-preserving Loss for Road Curb Detection in Autonomous Driving with Aerial Images Zhenhua Xu Yuxiang Sun Lujia Wang Ming Liu 24 13 0 26 Jul 2021
DeepMesh: Differentiable Iso-Surface Extraction Benoît Guillard Edoardo Remelli Artem Lukoianov Stephan R. Richter Timur M. Bagautdinov Pierre Baqué Pascal Fua AI4CE 28 20 0 20 Jun 2021
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 H. Menze 22 288 0 16 Mar 2020