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

Result code in 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>

Result on the web

<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>

Result language

angličtina

Original language name

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

Original language description

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.

Czech name

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Czech description

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Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

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)

Project

<a href="/en/project/GF23-04622L" target="_blank" >GF23-04622L: Data compression paradigm based on omitting self-evident information - COMPROMISE</a><br>

Continuities

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

Publication year

2024

Confidentiality

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

Name of the periodical

Informatica

ISSN

0868-4952

e-ISSN

1822-8844

Volume of the periodical

35

Issue of the periodical within the volume

4

Country of publishing house

LT - LITHUANIA

Number of pages

30

Pages from-to

721-750

UT code for WoS article

001380518600002

EID of the result in the Scopus database

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