research-article

Modeling and estimation of internal friction in cloth

Authors:

Rasmus Tamstorf,

Sara C. Schvartzman,

Bernhard Thomaszewski,

Wojciech Matusik,

Steve Marschner,

Miguel A. OtaduyAuthors Info & Claims

ACM Transactions on Graphics (TOG), Volume 32, Issue 6

Article No.: 212, Pages 1 - 10

https://doi.org/10.1145/2508363.2508389

Published: 01 November 2013 Publication History

Abstract

Force-deformation measurements of cloth exhibit significant hysteresis, and many researchers have identified internal friction as the source of this effect. However, it has not been incorporated into computer animation models of cloth. In this paper, we propose a model of internal friction based on an augmented reparameterization of Dahl's model, and we show that this model provides a good match to several important features of cloth hysteresis even with a minimal set of parameters. We also propose novel parameter estimation procedures that are based on simple and inexpensive setups and need only sparse data, as opposed to the complex hardware and dense data acquisition of previous methods. Finally, we provide an algorithm for the efficient simulation of internal friction, and we demonstrate it on simulation examples that show disparate behavior with and without internal friction.

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Cited By

Luo LStylios G(2024)Algorithmic Information Theory for the Precise Engineering of Flexible Material MechanicsMachine Learning and Knowledge Extraction10.3390/make60100126:1(215-232)Online publication date: 22-Jan-2024
https://doi.org/10.3390/make6010012
Gong DMao NWang H(2024)Bayesian Differentiable Physics for Cloth Digitalization2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR52733.2024.01125(11841-11851)Online publication date: 16-Jun-2024
https://doi.org/10.1109/CVPR52733.2024.01125
Li XFang YLan LWang HYang YLi MJiang C(2023)Subspace-Preconditioned GPU Projective Dynamics with Contact for Cloth SimulationSIGGRAPH Asia 2023 Conference Papers10.1145/3610548.3618157(1-12)Online publication date: 10-Dec-2023
https://dl.acm.org/doi/10.1145/3610548.3618157
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Index Terms

Modeling and estimation of internal friction in cloth
1. Computing methodologies
  1. Computer graphics
    1. Animation

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cover image ACM Transactions on Graphics

ACM Transactions on Graphics Volume 32, Issue 6

November 2013

671 pages

ISSN:0730-0301

EISSN:1557-7368

DOI:10.1145/2508363

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Copyright © 2013 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Publication History

Published: 01 November 2013

Published in TOG Volume 32, Issue 6

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Cited By

Luo LStylios G(2024)Algorithmic Information Theory for the Precise Engineering of Flexible Material MechanicsMachine Learning and Knowledge Extraction10.3390/make60100126:1(215-232)Online publication date: 22-Jan-2024
https://doi.org/10.3390/make6010012
Gong DMao NWang H(2024)Bayesian Differentiable Physics for Cloth Digitalization2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR52733.2024.01125(11841-11851)Online publication date: 16-Jun-2024
https://doi.org/10.1109/CVPR52733.2024.01125
Li XFang YLan LWang HYang YLi MJiang C(2023)Subspace-Preconditioned GPU Projective Dynamics with Contact for Cloth SimulationSIGGRAPH Asia 2023 Conference Papers10.1145/3610548.3618157(1-12)Online publication date: 10-Dec-2023
https://dl.acm.org/doi/10.1145/3610548.3618157
Tang PCoros SThomaszewski B(2023)Beyond Chainmail: Computational Modeling of Discrete Interlocking MaterialsACM Transactions on Graphics10.1145/359211242:4(1-12)Online publication date: 26-Jul-2023
https://dl.acm.org/doi/10.1145/3592112
Jourdan DRomero VVouga EBousseau ASkouras MSchulz ALipton JPeek N(2022)Simulation of printed-on-fabric assembliesProceedings of the 7th Annual ACM Symposium on Computational Fabrication10.1145/3559400.3562001(1-11)Online publication date: 26-Oct-2022
https://dl.acm.org/doi/10.1145/3559400.3562001
Sperl GSánchez-Banderas RLi MWojtan COtaduy M(2022)Estimation of yarn-level simulation models for production fabricsACM Transactions on Graphics10.1145/3528223.353016741:4(1-15)Online publication date: 22-Jul-2022
https://dl.acm.org/doi/10.1145/3528223.3530167
Lesser SStomakhin ADaviet GWretborn JEdholm JLee NSchweickart EZhai XFlynn SMoffat A(2022)LokiACM Transactions on Graphics10.1145/3528223.353005841:4(1-20)Online publication date: 22-Jul-2022
https://dl.acm.org/doi/10.1145/3528223.3530058
Li YDu TWu KXu JMatusik W(2022)DiffCloth: Differentiable Cloth Simulation with Dry Frictional ContactACM Transactions on Graphics10.1145/352766042:1(1-20)Online publication date: 3-Oct-2022
https://dl.acm.org/doi/10.1145/3527660
Arnavaz KNielsen MKry PMacklin MErleben K(2022)Differentiable Depth for Real2Sim Calibration of Soft Body SimulationsComputer Graphics Forum10.1111/cgf.1472042:1(277-289)Online publication date: 23-Nov-2022
https://doi.org/10.1111/cgf.14720
Liang JLin M(2022)Fabric Material Recovery from Video Using Multi-scale Geometric Auto-EncoderComputer Vision – ECCV 202210.1007/978-3-031-19836-6_39(695-714)Online publication date: 23-Oct-2022
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