Reconstruction of Corrupted Vector Fields using Radial Basis Functions
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43957985" target="_blank" >RIV/49777513:23520/19:43957985 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/Informatics47936.2019.9119297" target="_blank" >http://dx.doi.org/10.1109/Informatics47936.2019.9119297</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/Informatics47936.2019.9119297" target="_blank" >10.1109/Informatics47936.2019.9119297</a>
Alternative languages
Result language
angličtina
Original language name
Reconstruction of Corrupted Vector Fields using Radial Basis Functions
Original language description
The vector fields may be results from the measurements of real flow experiments. However, during the measurements, some parts of the vector field can be measured incorrectly or even some parts of the vector field are not possible to capture due to some shading and invisibility. In this paper, we focus on the reconstruction of such corrupted vector fields. We detect the locations, where the vector field was measured incorrectly and reconstruct those locations of the vector field. For the reconstruction, we use Radial Basis Functions (RBF) approximation to fill the missing locations of the vector field as well as to correct and smooth the locations of the vector field, where it was probably measured with some error. The results of the proposed method are presented in this paper.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
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)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2019 IEEE 15th International Scientific Conference on Informatics
ISBN
978-1-72813-181-8
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
363-368
Publisher name
IEEE
Place of publication
Piscataway
Event location
Poprad
Event date
Nov 20, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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