DocumentCode :
532470
Title :
Dynamic cloth simulation based on the adaptive hybrid integration
Author :
Cailiang, Shen ; MingMin, Zhang ; Wei, Li
Author_Institution :
Sch. of Comput. Sci., Zhejiang Ind. Polytech. Coll., Shaoxing, China
Volume :
4
fYear :
2010
fDate :
22-24 Oct. 2010
Abstract :
Since the mid of the 80´s the cloth animation has attracted more and more attention in computer graphics. Cloth animations are now expected in films, games and virtual reality. In the simulation of flexible cloth models, solving a stiff differential equation is crucial. Therefore some methods have been proposed in computer animation, to build a fast and correct integration method for that task. The simple explicit schemes, though requiring considerably less work per step, are too unstable to satisfy the real-time effect demands for cloth simulation with stiff characteristics. The implicit method is of great stability, but it does not integrate the nonlinear term and is too complex that the results and the real-time efficiency are unsatisfactory. A novel adaptive implicit-explicit scheme is presented to solve the arising differential equations. Considering the nonlinear characteristics of the deformation about a particle system, the forces acting on a particle are split into a linear stiff part and a non-linear non-stiff part. Our techniques take advantage of simulation parameters, locally in both space and time, to minimize the coupling of the system. The linear part is treated implicitly, while the non-linear part is treated explicitly, therefore this scheme further improves the efficiency of the computation at each time step. Meanwhile the number of the nonzero blocks in the sparse structure of the coefficient matrix are reduced by exploiting the physical model, as well as the static constraints in the system. This peculiarity further speed-ups the simulation. Consequently, higher accuracy, leading to fast and stable animation with higher quality, will be achieved.
Keywords :
clothing; computer animation; computer graphics; differential equations; digital simulation; production engineering computing; adaptive hybrid integration; adaptive implicit explicit scheme; cloth animation; coefficient matrix; computer animation; computer graphics; dynamic cloth simulation; nonlinear term; particle system; physical model; real time effect; simulation parameter; static constraint; stiff characteristics; stiff differential equation; virtual reality; Adaptation model; Artificial neural networks; Biological system modeling; Computational modeling; Educational institutions; Matrix decomposition; Cloth Simulation; Computer animation; Physically based Modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
Type :
conf
DOI :
10.1109/ICCASM.2010.5620588
Filename :
5620588
Link To Document :
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