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A Comprehensive Survey of Isocontouring Methods: Applications, Limitations and Perspectives

  • This paper provides a comprehensive overview of approaches to the determination of isocontours and isosurfaces from given data sets. Different algorithms are reported in the literature for this purpose, which originate from various application areas, such as computer graphics or medical imaging procedures. In all these applications, the challenge is to extract surfaces with a specific isovalueThis paper provides a comprehensive overview of approaches to the determination of isocontours and isosurfaces from given data sets. Different algorithms are reported in the literature for this purpose, which originate from various application areas, such as computer graphics or medical imaging procedures. In all these applications, the challenge is to extract surfaces with a specific isovalue from a given characteristic, so called isosurfaces. These different application areas have given rise to solution approaches that all solve the problem of isocontouring in their own way. Based on the literature, the following four dominant methods can be identified: the marching cubes algorithms, the tessellation-based algorithms, the surface nets algorithms and the ray tracing algorithms. With regard to their application, it can be seen that the methods are mainly used in the fields of medical imaging, computer graphics and the visualization of simulation results. In our work, we provide a broad and compact overview of the common methods that are currently used in terms of isocontouring with respect to certain criteria and their individual limitations. In this context, we discuss the individual methods and identify possible future research directions in the field of isocontouring.show moreshow less

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Metadaten
Document Type:Article (reviewed)
Zitierlink: https://opus.hs-offenburg.de/8699
Bibliografische Angaben
Title (English):A Comprehensive Survey of Isocontouring Methods: Applications, Limitations and Perspectives
Author:Keno Jann BüscherORCiD, Jan Philipp DegelStaff MemberORCiDGND, Jan OellerichORCiD
Year of Publication:2024
Date of first Publication:2024/02/15
Place of publication:Basel
Publisher:MDPI
First Page:1
Last Page:24
Article Number:83
Parent Title (English):Algorithms
Editor:Jesper Jansson
Volume:17
Issue:2
ISSN:1999-4893
DOI:https://doi.org/10.3390/a17020083
Language:English
Inhaltliche Informationen
Institutes:Forschung / INES - Institut für nachhaltige Energiesysteme
Fakultät Elektrotechnik, Medizintechnik und Informatik (EMI) (ab 04/2019)
Institutes:Bibliografie
Tag:65D17; 65D18; 68U05; computer graphics; contour lines; image processing; isocontouring; isocontours; isosurfaces; level set; marching cubes; marching tetrahedra; ray tracing; surface nets; tessellation
Formale Angaben
Relevance:Wiss. Zeitschriftenartikel reviewed: Listung in Master Journal List
Open Access: Open Access 
 Gold 
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International