Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …

Structure and stability of the one-dimensional mapper

M Carriere, S Oudot - Foundations of Computational Mathematics, 2018 - Springer
Given a continuous function f: X → R f: X→ R and a cover II of its image by intervals, the
Mapper is the nerve of a refinement of the pullback cover f^-1 (I) f-1 (I). Despite its success in …

High-performance simplification of triangular surfaces using a GPU

MH Mousa, MK Hussein - PloS one, 2021 - journals.plos.org
Due to advances in high-performance computing technologies, computer graphics
techniques—especially those related to mesh simplification—have been noticeably …

Fast Mesh Simplification Method for Three‐Dimensional Geometric Models with Feature‐Preserving Efficiency

Y Wang, J Zheng, H Wang - Scientific Programming, 2019 - Wiley Online Library
To avoid excessive details, thus omitting less important content, of three‐dimensional (3D)
geometric models, this study proposes a fast mesh simplification method based on an …

A topological similarity measure between multi-resolution reeb spaces

Y Ramamurthi, T Agarwal… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Searching similarity between a pair of shapes or data is an important problem in data
analysis and visualization. The problem of computing similarity measures using scalar …

A Topological Distance Between Multi-Fields Based on Multi-Dimensional Persistence Diagrams

Y Ramamurthi, A Chattopadhyay - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The problem of computing topological distance between two scalar fields based on Reeb
graphs or contour trees has been studied and applied successfully to various problems in …

Topological feature search in time-varying multifield data

T Agarwal, A Chattopadhyay, V Natarajan - Topological Methods in Data …, 2021 - Springer
A wide range of data that appear in scientific experiments and simulations are multivariate or
multifield in nature, consisting of multiple scalar fields. Topological feature search of such …

Topological Shape Matching using Multi-Dimensional Reeb Graphs

Y Ramamurthi, A Chattopadhyay - Proceedings of the Thirteenth Indian …, 2022 - dl.acm.org
Shape matching or retrieval is an important problem in computer graphics and data analysis.
Topological techniques based on Reeb graphs and persistence diagrams have been …

An Algorithm for Correct Computation of Reeb Spaces for PL Bivariate Fields

A Chattopadhyay, Y Ramamurthi, O Saeki - arXiv preprint arXiv …, 2024 - arxiv.org
The Reeb space is a topological structure which is a generalization of the notion of the Reeb
graph to multi-fields. Its effectiveness has been established in revealing topological features …

Visual analysis of geospatial multivariate data for investigating radioactive deposition processes

S Takahashi, D Sakurai, M Sasaki, HN Miyamura… - The visual computer, 2021 - Springer
The Fukushima nuclear accident of 2011 raised awareness of the importance of radioactive
deposition processes, especially for proposing aerosol measures against possible air …