Tom Needham
- The Weighted Euler Curve Transform for Shape and Image Analysis
2020/04/23 by Qitong Jiang, Sebastian Kurtek, Jiang, Qitong +3 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topological and Geometric Data Analysis #Medical Image Segmentation Techniques #Cell Image Analysis Techniques
- Flexible and Probabilistic Topology Tracking with Partial Optimal Transport
2023/02/06 by Mingzhe Li, Xinyuan Yan, Li, Mingzhe +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Applications (stat.AP) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics #Topological and Geometric Data Analysis
- Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms
2022/09/20 by Martin Bauer, Nicolas Charon, Bauer, Martin +9 · 3 citations
Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Differential Geometry (math.DG) #FOS: Mathematics #Medical Image Segmentation Techniques #Morphological variations and asymmetry
- Comparison Results for Gromov-Wasserstein and Gromov-Monge Distances
2022/12/28 by Facundo Mémoli, Mémoli, Facundo, Tom Needham +1 · 2 citations
Computer Science · Medicine · #FOS: Mathematics #Medical Imaging Techniques and Applications #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- Comparing Morse Complexes Using Optimal Transport: An Experimental Study
2023/09/09 by Mingzhe Li, Li, Mingzhe, Carson Storm +7 · 1 citation
Computer Science · #Computational Geometry (cs.CG) #Data Management and Algorithms #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Topological and Geometric Data Analysis
- Hypergraph Co-Optimal Transport: Metric and Categorical Properties
2021/12/07 by Samir Chowdhury, Tom Needham, Chowdhury, Samir +7 · 1 citation
Computer Science · #Computational Geometry (cs.CG) #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
- Path constrained unbalanced optimal transport
2024/02/24 by Martin Bauer, Bauer, Martin, Nicolas Charon +5 · 2 citations
Social Sciences · Engineering · #Transportation Planning and Optimization #Vehicle Routing Optimization Methods #Transportation and Mobility Innovations