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 …

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 …

Significance mode analysis (SigMA) for hierarchical structures-An application to the Sco-Cen OB association

S Ratzenböck, JE Großschedl, T Möller, J Alves… - Astronomy & …, 2023 - aanda.org
We present a new clustering method, significance mode analysis (SigMA), for extracting co-
spatial and co-moving stellar populations from large-scale surveys such as ESA Gaia. The …

Scale independent surface characterisation: Geography meets precision surface metrology

GW Wolf - Precision Engineering, 2017 - Elsevier
The recently published standard ISO 25178-2 distinguishes between field parameters and
feature parameters for surface texture characterisation, whereby the main difference …

Parallel computation of 2D Morse-Smale complexes

N Shivashankar, M Senthilnathan… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The Morse-Smale complex is a useful topological data structure for the analysis and
visualization of scalar data. This paper describes an algorithm that processes all mesh …

Geometry-aware merge tree comparisons for time-varying data with interleaving distances

L Yan, TB Masood, F Rasheed, I Hotz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Merge trees, a type of topological descriptors, serve to identify and summarize the
topological characteristics associated with scalar fields. They have great potential for …

Combining persistent homology and invariance groups for shape comparison

P Frosini, G Jabłoński - Discrete & Computational Geometry, 2016 - Springer
Persistent homology has proven itself quite efficient in the topological and qualitative
comparison of filtered topological spaces, when invariance with respect to every …

Vector field radial basis function approximation

M Smolik, V Skala, Z Majdisova - Advances in Engineering Software, 2018 - Elsevier
Vector field simplification aims to reduce the complexity of the flow by removing features
according to their relevance and importance. Our goal is to preserve only the important …

2D vector field simplification based on robustness

P Skraba, B Wang, G Chen… - 2014 IEEE Pacific …, 2014 - ieeexplore.ieee.org
Vector field simplification aims to reduce the complexity of the flow by removing features in
order of their relevance and importance, to reveal prominent behavior and obtain a compact …