The topology toolkit

J Tierny, G Favelier, JA Levine… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
This system paper presents the Topology ToolKit (TTK), a software platform designed for the
topological analysis of scalar data in scientific visualization. While topological data analysis …

A survey of topology‐based methods in visualization

C Heine, H Leitte, M Hlawitschka… - Computer Graphics …, 2016 - Wiley Online Library
This paper presents the state of the art in the area of topology‐based visualization. It
describes the process and results of an extensive annotation for generating a definition and …

State of the art in time‐dependent flow topology: Interpreting physical meaningfulness through mathematical properties

R Bujack, L Yan, I Hotz, C Garth… - Computer Graphics …, 2020 - Wiley Online Library
We present a state‐of‐the‐art report on time‐dependent flow topology. We survey
representative papers in visualization and provide a taxonomy of existing approaches that …

[HTML][HTML] Topology-based individual tree segmentation for automated processing of terrestrial laser scanning point clouds

X Xu, F Iuricich, K Calders, J Armston… - International Journal of …, 2023 - Elsevier
Terrestrial laser scanning (TLS) is a ground-based approach to rapidly acquire 3D point
clouds via Light Detection and Ranging (LiDAR) technologies. Quantifying tree-scale …

Skeletonization and partitioning of digital images using discrete morse theory

O Delgado-Friedrichs, V Robins… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
We show how discrete Morse theory provides a rigorous and unifying foundation for defining
skeletons and partitions of grayscale digital images. We model a grayscale image as a …

Felix: A topology based framework for visual exploration of cosmic filaments

N Shivashankar, P Pranav, V Natarajan… - … on Visualization and …, 2015 - ieeexplore.ieee.org
The large-scale structure of the universe is comprised of virialized blob-like clusters, linear
filaments, sheet-like walls and huge near empty three-dimensional voids. Characterizing the …

Morse complexes for shape segmentation and homological analysis: discrete models and algorithms

L De Floriani, U Fugacci, F Iuricich… - Computer graphics …, 2015 - Wiley Online Library
Morse theory offers a natural and mathematically‐sound tool for shape analysis and
understanding. It allows studying the behavior of a scalar function defined on a manifold …

Wasserstein distances, geodesics and barycenters of merge trees

M Pont, J Vidal, J Delon, J Tierny - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper presents a unified computational framework for the estimation of distances,
geodesics and barycenters of merge trees. We extend recent work on the edit distance 104 …

Principal geodesic analysis of merge trees (and persistence diagrams)

M Pont, J Vidal, J Tierny - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
This article presents a computational framework for the Principal Geodesic Analysis of
merge trees (MT-PGA), a novel adaptation of the celebrated Principal Component Analysis …

Discrete morse sandwich: Fast computation of persistence diagrams for scalar data–an algorithm and a benchmark

P Guillou, J Vidal, J Tierny - IEEE Transactions on Visualization …, 2023 - ieeexplore.ieee.org
This paper introduces an efficient algorithm for persistence diagram computation, given an
input piecewise linear scalar field defined on a-dimensional simplicial complex, with. Our …