A skeletonization algorithm for gradient-based optimization

A skeletonization algorithm for gradient-based optimization

5 September 2023

Johannes C. Paetzold

Suprosanna Shit

Daniel Rueckert

Papers citing "A skeletonization algorithm for gradient-based optimization"

12 / 12 papers shown

Title
Skelite: Compact Neural Networks for Efficient Iterative Skeletonization Luis D. Reyes Vargas M. Menten Johannes C. Paetzold Nassir Navab Mohammad Farid Azampour 43 0 0 10 Mar 2025
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs Zhao Zhang Ziwei Zhao Dong Wang Liwei Wang MedIm 60 0 0 17 Feb 2025
MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval Pierre Onghena Santiago Velasco-Forero B. Marcotegui 3DPC 85 0 0 22 Jan 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 74 0 0 24 Nov 2024
Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation Laurin Lux Alexander H. Berger Alexander Weers Nico Stucki Daniel Rueckert Ulrich Bauer Johannes C. Paetzold 34 2 0 05 Nov 2024
RoBus: A Multimodal Dataset for Controllable Road Networks and Building Layouts Generation Tao Li Ruihang Li Huangnan Zheng Shanding Ye Shijian Li Zhijie Pan 36 1 0 10 Jul 2024
Centerline Boundary Dice Loss for Vascular Segmentation Pengcheng Shi Jiesi Hu Yanwu Yang Zilve Gao Wei Liu Ting Ma 31 8 0 01 Jul 2024
A New Approach for Evaluating and Improving the Performance of Segmentation Algorithms on Hard-to-Detect Blood Vessels Joao Pedro Parella Matheus V. da Silva C. H. Comin 37 0 0 19 Jun 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures Yannick Kirchhoff Maximilian R. Rokuss Saikat Roy Balint Kovacs Constantin Ulrich ... M. Zenk Philipp Vollmuth Jens Kleesiek Fabian Isensee Klaus Maier-Hein 3DPC 26 12 0 03 Apr 2024
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA Kaiyuan Yang Fabio Musio Yihui Ma Norman Juchler Johannes C. Paetzold ... Klaus Maier-Hein et al. Sven Hirsch Susanne Wegener Bjoern H. Menze 19 23 0 29 Dec 2023
Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extraction Pierre Rougé Nicolas Passat Odyssée Merveille 14 7 0 21 Jul 2023
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,316 0 28 May 2015