Robust and Artefact‐Free Deformable Contact with Smooth Surface Representations

Abstract Modeling contact between deformable solids is a fundamental problem in computer animation, mechanical design, and robotics. Existing methods based on C 0 ‐discretizations—piece‐wise linear or polynomial surfaces—suffer from discontinuities and irregularities in tangential contact forces, which can significantly affect simulation outcomes and even prevent convergence. In this work, we show that these limitations can be overcome with a smooth surface representation based on Implicit Moving Least Squares (IMLS). In particular, we propose a self collision detection scheme tailored to IMLS surfaces that enables robust and efficient handling of challenging self contacts. Through a series of test cases, we show that our approach offers advantages over existing methods in terms of accuracy and robustness for both forward and inverse problems.

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Institutions

Publication Details

Journal
Computer Graphics Forum
Published
2024-10-17
DOI
https://doi.org/10.1111/cgf.15187
Citations
7
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
2.62

Funders

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article

Robust and Artefact‐Free Deformable Contact with Smooth Surface Representations

Stelian Coros, Bernhard Thomaszewski, Yue Li, Yinwei Du
7 citations
Computer Graphics Forum
Advanced Numerical Analysis Techniques
2.62
article

Robust and Artefact‐Free Deformable Contact with Smooth Surface Representations

Stelian Coros, Bernhard Thomaszewski, Yue Li, Yinwei Du
article en
7 citations

Abstract

Abstract Modeling contact between deformable solids is a fundamental problem in computer animation, mechanical design, and robotics. Existing methods based on C 0 ‐discretizations—piece‐wise linear or polynomial surfaces—suffer from discontinuities and irregularities in tangential contact forces, which can significantly affect simulation outcomes and even prevent convergence. In this work, we show that these limitations can be overcome with a smooth surface representation based on Implicit Moving Least Squares (IMLS). In particular, we propose a self collision detection scheme tailored to IMLS surfaces that enables robust and efficient handling of challenging self contacts. Through a series of test cases, we show that our approach offers advantages over existing methods in terms of accuracy and robustness for both forward and inverse problems.

Computer Graphics ForumVol. 43(8)
ETH Zurich (CH)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, H2020 European Research Council
Openalex Percentile: Top 10%
Advanced Numerical Analysis Techniques
2.62
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Robust and Artefact‐Free Deformable Contact with Smooth Surface Representations — Stelian Coros, Bernhard Thomaszewski, et al. · Computer Graphics Forum (2024) | TGRS Research Map | TGRS