Modeling and estimation of internal friction in cloth
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Matusik_Modeling and.pdf
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5.16 MB
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Author(s)
Miguel, Eder
Tamstorf, Rasmus
Bradley, Derek
Schvartzman, Sara C.
Thomaszewski, Bernhard
Bickel, Bernd
Matusik, Wojciech
Marschner, Steve
Otaduy, Miguel A.
Date Issued
November 2013
Journal
ACM Transactions on Graphics
Publisher
Association for Computing Machinery (ACM)
Citation
Eder Miguel, Rasmus Tamstorf, Derek Bradley, Sara C. Schvartzman, Bernhard Thomaszewski, Bernd Bickel, Wojciech Matusik, Steve Marschner, and Miguel A. Otaduy. 2013. Modeling and estimation of internal friction in cloth. ACM Trans. Graph. 32, 6, Article 212 (November 2013), 10 pages.
Version
Author's final manuscript
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.
MIT Department
Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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Creative Commons Attribution-Noncommercial-Share Alike
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DOI of Published Version
https://doi.org/10.1145/2508363.2508389
