Topological Segmentation

Topological Segmentation is a computational method that partitions a domain into regions of coherent flow behavior based on critical points and invariant manifolds derived from the vector field's topological structure.

Publications

2.7K

Citations

153

Authors

Institutions

Publications per year

2017–2026

Parents

Flow TopologyTopology-based Visualization

Publications

associated_data_Investigating the Effectiveness of clDice Loss for Road Crack Segmentation

arXiv (Cornell University) · 2025 · 425 citations · Full text

Computing, Biomedical Engineering, Biomedical Imaging +14

Topological segmentation of discrete surfaces

Grégoire Malandain, Gilles Bertrand, Nicholas Ayache · International Journal of Computer Vision · 1993 · 178 citations · Full text

Computing, Computer Science, Mathematics +14

Hierarchical Shape Segmentation and Registration via Topological Features of Laplace-Beltrami Eigenfunctions

Martin Reuter · International Journal of Computer Vision · 2009 · 166 citations · Full text

Computing, Computer Science, Computational Geometry +13

A Topological Approach to Hierarchical Segmentation using Mean Shift

Sylvain Paris, Frédo Durand · 2007 · 161 citations

Computing, Computer Science, Computer Vision +13

Homeomorphic brain image segmentation with topological and statistical atlases

Pierre‐Louis Bazin, Dzung L. Pham · Medical Image Analysis · 2008 · 121 citations · Full text

Computing, Mathematics, Neuroscience +13

1–5 of 58

Authors

153

FC
Francis Colas
ETH Zurich, Switzerland
5 publications · 144 citations
5
h-index
GB
Gilles Bertrand
Université Gustave Eiffel, France
5 publications · 355 citations
5
h-index
ML
Ming Liu
Hong Kong University of Science and Technology, Hong Kong SAR China
5 publications · 144 citations
5
h-index
BH
Bernd Hamann
University of California, Davis, United States
4 publications · 101 citations
4
h-index
RS
Roland Siegwart
ETH Zurich, Switzerland
4 publications · 119 citations
4
h-index

1–5 of 153

Institutions

1–8 of 79

Venues

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
3 publications · 41 citations
3
h-index
Lecture notes in computer science
LNCS · Book series · 2 publications · 71 citations
2
h-index
IEEE Transactions on Image Processing
2 publications · 51 citations
2
h-index
International Journal of Computer Vision
2 publications · 344 citations
2
h-index
IEEE Transactions on Visualization and Computer Graphics
TVCG · 2 publications · 127 citations
2
h-index

1–5