Tierny, Julien
- Wasserstein Distances, Geodesics and Barycenters of Merge Trees
2021/07/16 by Pont, Mathieu, Vidal, Jules, Delon, Julie +1 · 12 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Ranking Viscous Finger Simulations to an Acquired Ground Truth with Topology-aware Matchings
2019/08/20 by Soler, Maxime, Petitfrere, Martin, Darche, Gilles +3 · 4 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Lifted Wasserstein Matcher for Fast and Robust Topology Tracking
2018/08/17 by Soler, Maxime, Plainchault, Mélanie, Conche, Bruno +1 · 3 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Topologically Controlled Lossy Compression
2018/02/08 by Soler, Maxime, Plainchault, Melanie, Conche, Bruno +1 · 3 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)
2022/07/22 by Mathieu Pont, Jules Vidal, Pont, Mathieu +3 · 5 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Persistence Atlas for Critical Point Variability in Ensembles
2018/07/30 by Guillaume Favelier, Favelier, Guillaume, Noura Faraj +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Topological and Geometric Data Analysis #electronic engineering #information engineering
- Topological Analysis of Ensembles of Hydrodynamic Turbulent Flows -- An Experimental Study
2022/07/28 by Florent Nauleau, Fabien Vivodtzev, Nauleau, Florent +7 · 4 citations
Computer Science · #Topological and Geometric Data Analysis
- Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark
2022/06/27 by P J Guillou, Jules Vidal, Guillou, Pierre +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cell Image Analysis Techniques #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Topological and Geometric Data Analysis #electronic engineering #information engineering
- TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
2020/09/03 by Doraiswamy, Harish, Tierny, Julien, Silva, Paulo J. S. +2 · 2 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)
2023/07/05 by Mahieu Pont, Pont, Mahieu, Julien Tierny +1 · 3 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Localized Topological Simplification of Scalar Data
2020/08/31 by Jonas Lukasczyk, Lukasczyk, Jonas, Christoph Garth +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Data Structures and Algorithms (cs.DS) #Digital Image Processing Techniques #Distributed #FOS: Computer and information sciences #Graphics (cs.GR) #Parallel #Topological and Geometric Data Analysis #and Cluster Computing (cs.DC)
- A User's Guide to Sampling Strategies for Sliced Optimal Transport
2025/02/04 by Sisouk, Keanu, Delon, Julie, Tierny, Julien · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
- Wasserstein Dictionaries of Persistence Diagrams
2023/04/28 by Sisouk, Keanu, Delon, Julie, Tierny, Julien · 2 citations
#Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Utilising urgent computing to tackle the spread of mosquito-borne diseases
2021/11/10 by Nick Brown, Brown, Nick, Rupert W. Nash +27 · 1 citation
Medicine · #Distributed #FOS: Computer and information sciences #Mosquito-borne diseases and control #Parallel #and Cluster Computing (cs.DC)
- TTK is Getting MPI-Ready
2023/10/12 by Eve Le Guillou, Michael R. Will, Guillou, Eve Le +11 · 1 citation
Computer Science · #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Parallel #Parallel Computing and Optimization Techniques #Topological and Geometric Data Analysis #and Cluster Computing (cs.DC)