Describing shapes by geometrical-topological properties of real functions

S Biasotti, L De Floriani, B Falcidieno… - ACM Computing …, 2008 - dl.acm.org
Differential topology, and specifically Morse theory, provide a suitable setting for formalizing
and solving several problems related to shape analysis. The fundamental idea behind …

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 …

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 …

[图书][B] Algorithms and theory of computation handbook, volume 2: special topics and techniques

MJ Atallah, M Blanton - 2009 - books.google.com
Algorithms and Theory of Computation Handbook, Second Edition: Special Topics and
Techniques provides an up-to-date compendium of fundamental computer science topics …

Theory and algorithms for constructing discrete Morse complexes from grayscale digital images

V Robins, PJ Wood… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We present an algorithm for determining the Morse complex of a two or three-dimensional
grayscale digital image. Each cell in the Morse complex corresponds to a topological …

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 …

[PDF][PDF] Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning.

A Wismüller, M Verleysen, M Aupetit, JA Lee - ESANN, 2010 - researchgate.net
The ever-growing amount of data stored in digital databases raises the question of how to
organize and extract useful knowledge. This paper outlines some current developments in …

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 …

A practical approach to Morse-Smale complex computation: Scalability and generality

A Gyulassy, PT Bremer, B Hamann… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
The Morse-Smale (MS) complex has proven to be a useful tool in extracting and visualizing
features from scalar-valued data. However, efficient computation of the MS complex for large …

A topological hierarchy for functions on triangulated surfaces

PT Bremer, B Hamann, H Edelsbrunner… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
We combine topological and geometric methods to construct a multiresolution
representation for a function over a two-dimensional domain. In a preprocessing stage, we …