Tom Needham

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Spectral Clustering

Riemannian Framework

Top Venues

SIAM J. Imaging Sci.

Publications

Michael Wilson, Tom Needham, Chiwoo Park, Suparteek Kundu, Anuj Srivastava
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis. SIAM J. Imaging Sci. 17 (3) (2024)
Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold
Stability and Approximations for Decorated Reeb Spaces. SoCG (2024)
Stephen Y. Zhang, Michael P. H. Stumpf, Tom Needham, Agnese Barbensi
Topological Optimal Transport for Geometric Cycle Matching. CoRR (2024)
Martin Bauer, Nicolas Charon, Eric Klassen, Sebastian Kurtek, Tom Needham, Thomas Pierron
Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms. J. Nonlinear Sci. 34 (3) (2024)
Mingzhe Li, Carson Storm, Austin Yang Li, Tom Needham, Bei Wang
Comparing Morse Complexes Using Optimal Transport: An Experimental Study. CoRR (2023)
Tom Needham, Thomas Weighill
Geometric Averages of Partitioned Datasets. SIAM J. Appl. Algebra Geom. 7 (1) (2023)
Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold
Stability and Approximations for Decorated Reeb Spaces. CoRR (2023)
Mingzhe Li, Carson Storm, Austin Yang Li, Tom Needham, Bei Wang
Comparing Morse Complexes Using Optimal Transport: An Experimental Study. IEEE VIS (Short Papers) (2023)
Justin M. Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold
Topologically Attributed Graphs for Shape Discrimination. CoRR (2023)
Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold
Topologically Attributed Graphs for Shape Discrimination. TAG-ML (2023)
Mingzhe Li, Xinyuan Yan, Lin Yan, Tom Needham, Bei Wang
Flexible and Probabilistic Topology Tracking with Partial Optimal Transport. CoRR (2023)
Justin Curry, Haibin Hang, Washington Mio, Tom Needham, Osman Berat Okutan
Decorated merge trees for persistent topology. J. Appl. Comput. Topol. 6 (3) (2022)
Tom Needham, Thomas Weighill
Geometric averages of partitioned datasets. CoRR (2021)
Samir Chowdhury, Tom Needham, Ethan Semrad, Bei Wang, Youjia Zhou
Hypergraph Co-Optimal Transport: Metric and Categorical Properties. CoRR (2021)
Samir Chowdhury, David Miller, Tom Needham
Quantized Gromov-Wasserstein. CoRR (2021)
Samir Chowdhury, Tom Needham
Generalized Spectral Clustering via Gromov-Wasserstein Learning. AISTATS (2021)
Tom Needham, Clayton Shonkwiler
Symplectic geometry and connectivity of spaces of frames. Adv. Comput. Math. 47 (1) (2021)
Samir Chowdhury, David Miller, Tom Needham
Quantized Gromov-Wasserstein. ECML/PKDD (3) (2021)
Tom Needham, Sebastian Kurtek
Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves. SIAM J. Imaging Sci. 13 (1) (2020)
Qitong Jiang, Sebastian Kurtek, Tom Needham
The Weighted Euler Curve Transform for Shape and Image Analysis. CoRR (2020)
Samir Chowdhury, Tom Needham
Gromov-Wasserstein Averaging in a Riemannian Framework. CVPR Workshops (2020)
Qitong Jiang, Sebastian Kurtek, Tom Needham
The Weighted Euler Curve Transform for Shape and Image Analysis. CVPR Workshops (2020)
Samir Chowdhury, Tom Needham
Generalized Spectral Clustering via Gromov-Wasserstein Learning. CoRR (2020)
Xiaoyang Guo, Aditi Basu Bal, Tom Needham, Anuj Srivastava
Statistical shape analysis of brain arterial networks (BAN). CoRR (2020)
Samir Chowdhury, Tom Needham
Gromov-Wasserstein Averaging in a Riemannian Framework. CoRR (2019)
Tom Needham
Shape Analysis of Framed Space Curves. J. Math. Imaging Vis. 61 (8) (2019)
Jason Cantarella, Tom Needham, Clayton Shonkwiler, Gavin Stewart
Random Triangles and Polygons in the Plane. Am. Math. Mon. 126 (2) (2019)
Tom Needham
Shape analysis of framed space curves. CoRR (2018)