Scalar field comparison with topological descriptors: Properties and applications for scientific visualization

L Yan, TB Masood, R Sridharamurthy… - Computer Graphics …, 2021 - Wiley Online Library
In topological data analysis and visualization, topological descriptors such as persistence
diagrams, merge trees, contour trees, Reeb graphs, and Morse–Smale complexes play an …

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 …

[图书][B] Measuring the distance between merge trees

Merge trees represent the topology of scalar functions. To assess the topological similarity of
functions, one can compare their merge trees. To do so, one needs a notion of a distance …

Branch Decomposition‐Independent Edit Distances for Merge Trees

F Wetzels, H Leitte, C Garth - Computer Graphics Forum, 2022 - Wiley Online Library
Edit distances between merge trees of scalar fields have many applications in scientific
visualization, such as ensemble analysis, feature tracking or symmetry detection. In this …

Global Feature Tracking and Similarity Estimation in Time‐Dependent Scalar Fields

H Saikia, T Weinkauf - Computer Graphics Forum, 2017 - Wiley Online Library
We present an algorithm for tracking regions in time‐dependent scalar fields that uses
global knowledge from all time steps for determining the tracks. The regions are defined …

Edit distance between merge trees

R Sridharamurthy, TB Masood… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Topological structures such as the merge tree provide an abstract and succinct
representation of scalar fields. They facilitate effective visualization and interactive …

Graphs in scientific visualization: A survey

C Wang, J Tao - Computer Graphics Forum, 2017 - Wiley Online Library
Graphs represent general node‐link diagrams and have long been utilized in scientific
visualization for data organization and management. However, using graphs as a visual …

Merge Tree Geodesics and Barycenters with Path Mappings

F Wetzels, M Pont, J Tierny… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Comparative visualization of scalar fields is often facilitated using similarity measures such
as edit distances. In this paper, we describe a novel approach for similarity analysis of scalar …

Extended branch decomposition graphs: Structural comparison of scalar data

H Saikia, HP Seidel, T Weinkauf - Computer Graphics Forum, 2014 - Wiley Online Library
We present a method to find repeating topological structures in scalar data sets. More
precisely, we compare all subtrees of two merge trees against each other–in an efficient …

Fuzzy contour trees: Alignment and joint layout of multiple contour trees

AP Lohfink, F Wetzels, J Lukasczyk… - Computer Graphics …, 2020 - Wiley Online Library
We describe a novel technique for the simultaneous visualization of multiple scalar fields, eg
representing the members of an ensemble, based on their contour trees. Using tree …