Topological Methods in Data Analysis and Visualization VI

Topological Methods in Data Analysis and Visualization VI

Theory, Applications, and Software

Hotz, Ingrid; Sadlo, Filip; Tierny, Julien; Bin Masood, Talha

Springer Nature Switzerland AG

09/2021

373

Dura

Inglês

9783030834999

15 a 20 dias

746

Descrição não disponível.
Scalar Field Topology-Algorithms and Applications.- W-Structures in Contour Trees.- Treemap Based Exploration of Merge Trees.- Notes on Percolation Analysis of Sampled Scalar Fields.- Distributed Task-Parallel Topology-Controlled Volume Rendering.- Topology-Based Tracking of Multi-Center Cyclones.- Using Contour Trees in the Analysis and Visualization of Radio Astronomy Data Cubes.- Topological Methods in Complex Fields-Flow Fields, Tensor Fields, and Multi-?elds.- Objective Finite-Time Flow Topology from Flowmap Expansion and Contraction.- Coreline Criteria for Inertial Particle Motion.- Implicit Visualization of 2D Vector Field Topology for Periodic Orbit Detection.- Visually Evaluating Topological Equivalence of Bounded Bivariate Fields.- Topological Feature Search in Time-Varying Multi?eld Data.- Tensor Fields for Data Extraction from Chart Images: Bar Charts, Histograms, and Scatter Plots.- Topology for Geometric Data.- A Fast Approximate Skeleton with Guarantees for Any Cloud of Points in a Euclidean Space.- Topologically Robust B-Spline Reconstruction of Fibers from 3D Images.- Introduction to Vector Field Topology.- An Overview of the Topology ToolKit.- Implementing Persistence-Based Clustering of Point Clouds in the Topology ToolKit.- TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives.
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Scientific Visualization;Scalar Field Topology;Vector Field Topology;Topology of Point Sets and Cell Complexes;Combinatorial Methods;Persistent Homology;Robustness;Multi-scale Representation Models;Time-dependent Methods;Feature Extraction;Lagrangian Coherent Structures;Denoising and Simplification;Similarity and Correlation