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An Efficient and Flexible Cell Aggregation Method for 3D Spheroid Production
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Automatic and User-Assisted Sphere-Mesh Construction.

Davide Paolillo, Marco Tarini

    IEEE Computer Graphics and Applications
    |July 19, 2024
    PubMed
    Summary
    This summary is machine-generated.

    We developed a semiautomatic method for generating sphere-meshes from triangular meshes. This approach combines an improved automatic algorithm with an interactive 3D tool for high-quality results.

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    Area of Science:

    • Computer Graphics
    • Geometric Modeling
    • Computational Geometry

    Background:

    • Sphere-meshes offer a balance of representation conciseness, query simplicity, and expressive power for geometric proxies.
    • Existing automatic methods for sphere-mesh generation have limitations in controlling shape fidelity.

    Purpose of the Study:

    • To develop a semiautomatic method for generating high-quality sphere-meshes from triangular meshes.
    • To improve existing automatic sphere-mesh construction algorithms.
    • To provide an intuitive 3D interface for interactive sphere-mesh editing.

    Main Methods:

    • Improved an existing iterative local coarsening algorithm by adding constraints to prevent sphere overshooting.
    • Developed a novel 3D interactive interface for intuitive modification of sphere-meshes.
    • Combined the improved automatic algorithm and interactive tool in a cascaded approach.

    Main Results:

    • The proposed semiautomatic method successfully generates high-quality sphere-meshes.
    • The improved automatic algorithm enhances shape fidelity compared to previous methods.
    • The interactive tool allows for efficient and intuitive user-guided refinement.

    Conclusions:

    • The cascaded approach of an improved automatic algorithm and an interactive tool provides a viable method for producing high-quality sphere-meshes.
    • The generated sphere-meshes are suitable for various downstream applications.
    • This work advances the state of the art in geometric proxy generation and manipulation.