3D vector field approximation and critical points reduction using radial basis functions

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43961717" target="_blank" >RIV/49777513:23520/19:43961717 - isvavai.cz</a>
Result on the web
<a href="http://www.naun.org/main/NAUN/mechanics/2019/a262003-acf.pdf" target="_blank" >http://www.naun.org/main/NAUN/mechanics/2019/a262003-acf.pdf</a>
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
3D vector field approximation and critical points reduction using radial basis functions
Original language description
Vector field simplification aims to reduce the complexity of the flow by removing features according to their relevance and importance. However, the important features as critical points with a large range of influence should be preserved. We present a new approach for vector field simplification and approximation using Radial basis functions. The experiments proved the ability to approximate complex 3D tornado data set. In addition, a significant contribution of the proposed method is also an analytical form of the vector field which can be used in further processing.
Czech name
—
Czech description
—

Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
<a href="/en/project/GA17-05534S" target="_blank" >GA17-05534S: Meshless methods for large scattered spatio-temporal vector data visualization</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)