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Modeling and Estimation of Internal Friction in Cloth
被引:47
|作者:
Miguel, Eder
[1
]
Tamstorf, Rasmus
Bradley, Derek
[2
]
Schvartzman, Sara C.
[1
]
Thomaszewski, Bernhard
[2
]
Bickel, Bernd
[2
]
Matusik, Wojciech
Marschner, Steve
[3
]
Otaduy, Miguel A.
[1
]
机构:
[1] URJC Madrid, Madrid, Spain
[2] Disney Res Zurich, Zurich, Switzerland
[3] Cornell Univ, Ithaca, NY 14853 USA
来源:
基金:
欧洲研究理事会;
美国国家科学基金会;
关键词:
cloth simulation;
friction;
hysteresis;
D O I:
10.1145/2508363.2508389
中图分类号:
TP31 [计算机软件];
学科分类号:
081202 ;
0835 ;
摘要:
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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页数:10
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