Modeling and estimation of internal friction in cloth
Miguel E, Tamstorf R, Bradley D, Schvartzman S, Thomaszewski B, Bickel B, Matusik W, Marschner S, Otaduy M. 2013. Modeling and estimation of internal friction in cloth. ACM Transactions on Graphics. 32(6).
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Journal Article
| Published
Author
Miguel, Eder;
Tamstorf, Rasmus;
Bradley, Derek J;
Schvartzman, Sara C;
Thomaszewski, Bernhard;
Bickel, BerndISTA ;
Matusik, Wojciech;
Marschner, Steve;
Otaduy, Miguel A
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.
Publishing Year
Date Published
2013-11-01
Journal Title
ACM Transactions on Graphics
Publisher
ACM
Acknowledgement
This work was supported in part by the European Research Council (ERC-2011-StG-280135 Animetrics) and the Spanish Ministry of Economy (TIN2012-35840).
Volume
32
Issue
6
IST-REx-ID
Cite this
Miguel E, Tamstorf R, Bradley D, et al. Modeling and estimation of internal friction in cloth. ACM Transactions on Graphics. 2013;32(6). doi:10.1145/2508363.2508389
Miguel, E., Tamstorf, R., Bradley, D., Schvartzman, S., Thomaszewski, B., Bickel, B., … Otaduy, M. (2013). Modeling and estimation of internal friction in cloth. ACM Transactions on Graphics. ACM. https://doi.org/10.1145/2508363.2508389
Miguel, Eder, Rasmus Tamstorf, Derek Bradley, Sara Schvartzman, Bernhard Thomaszewski, Bernd Bickel, Wojciech Matusik, Steve Marschner, and Miguel Otaduy. “Modeling and Estimation of Internal Friction in Cloth.” ACM Transactions on Graphics. ACM, 2013. https://doi.org/10.1145/2508363.2508389 .
E. Miguel et al., “Modeling and estimation of internal friction in cloth,” ACM Transactions on Graphics, vol. 32, no. 6. ACM, 2013.
Miguel E, Tamstorf R, Bradley D, Schvartzman S, Thomaszewski B, Bickel B, Matusik W, Marschner S, Otaduy M. 2013. Modeling and estimation of internal friction in cloth. ACM Transactions on Graphics. 32(6).
Miguel, Eder, et al. “Modeling and Estimation of Internal Friction in Cloth.” ACM Transactions on Graphics, vol. 32, no. 6, ACM, 2013, doi:10.1145/2508363.2508389 .