Topology-Preserving Deep Image Segmentation

Topology-Preserving Deep Image Segmentation

12 June 2019

Xiaoling Hu

Dimitris Samaras

Papers citing "Topology-Preserving Deep Image Segmentation"

10 / 10 papers shown

Title
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh Chong Chen Gagandeep Singh Prateek Prasanna MedIm 68 0 0 06 Apr 2025
Automatic quality control in multi-centric fetal brain MRI super-resolution reconstruction Thomas Sanchez Vladyslav Zalevsky Angeline Mihailo Gerard Martí Juan E. Eixarch Andras Jakab Vincent Dunet Mériam Koob G. Auzias Meritxell Bach Cuadra 65 0 0 13 Mar 2025
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 87 0 0 24 Jan 2025
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 88 2 0 05 Nov 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 77 4 0 22 Oct 2024
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning Naheed Anjum Arafat D. Basu Yulia R. Gel Yuzhou Chen AAML 348 0 0 21 Sep 2024
Enabling Uncertainty Estimation in Iterative Neural Networks Nikita Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 108 8 0 25 Mar 2024
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 51 242 0 13 Jul 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 48 238 0 11 Jun 2017
Maximin affinity learning of image segmentation Srinivas C. Turaga K. Briggman M. Helmstaedter W. Denk H. S. Seung 87 146 0 28 Nov 2009