A Novel Radial Basis Function Description of a Smooth Implicit Surface for Musculoskeletal Modelling

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F24%3A43973843" target="_blank" >RIV/49777513:23520/24:43973843 - isvavai.cz</a>

Výsledek na webu

<a href="https://informatica.vu.lt/journal/INFORMATICA/article/1352/text" target="_blank" >https://informatica.vu.lt/journal/INFORMATICA/article/1352/text</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.15388/24-INFOR571" target="_blank" >10.15388/24-INFOR571</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Novel Radial Basis Function Description of a Smooth Implicit Surface for Musculoskeletal Modelling

Popis výsledku v původním jazyce

As musculoskeletal illnesses continue to increase, practical computerised muscle modelling is crucial. This paper addresses this concern by proposing a mathematical model for a dynamic 3D geometrical surface representation of muscles using a Radial Basis Function (RBF) approximation technique. The objective is to obtain a smoother surface while minimising data use, contrasting it from classical polygonal (e.g. triangular) surface mesh models or volumetric (e.g. tetrahedral) mesh models. The paper uses RBF implicit surface description to describe static surface generation and dynamic surface deformations based on its spatial curvature preservation during the deformation. The novel method is tested on multiple data sets, and the experiments show promising results according to the introduced metrics.

Název v anglickém jazyce

A Novel Radial Basis Function Description of a Smooth Implicit Surface for Musculoskeletal Modelling

Popis výsledku anglicky

As musculoskeletal illnesses continue to increase, practical computerised muscle modelling is crucial. This paper addresses this concern by proposing a mathematical model for a dynamic 3D geometrical surface representation of muscles using a Radial Basis Function (RBF) approximation technique. The objective is to obtain a smoother surface while minimising data use, contrasting it from classical polygonal (e.g. triangular) surface mesh models or volumetric (e.g. tetrahedral) mesh models. The paper uses RBF implicit surface description to describe static surface generation and dynamic surface deformations based on its spatial curvature preservation during the deformation. The novel method is tested on multiple data sets, and the experiments show promising results according to the introduced metrics.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/GF23-04622L" target="_blank" >GF23-04622L: Komprese dat založená na vynechání samozřejmé informace - COMPROMISE</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Informatica

ISSN

0868-4952

e-ISSN

1822-8844

Svazek periodika

35

Číslo periodika v rámci svazku

4

Stát vydavatele periodika

LT - Litevská republika

Počet stran výsledku

30

Strana od-do

721-750

Kód UT WoS článku

001380518600002

EID výsledku v databázi Scopus

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