Data-driven simulation methods in computer graphics: Cloth, tissue and faces

M. Otaduy, B. Bickel, D. Bradley, H. Wang, in:, ACM, 2012.

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Conference Paper | Published
Author
Otaduy, Miguel A; Bickel, BerndIST Austria ; Bradley, Derek J; Wang, Huamin
Abstract
In recent years, various methods have been introduced to exploit pre-recorded data to improve the performance and/or realism of dynamic deformations, but their differences and similarities have not been adequately analyzed or discussed. So far, the proposed methods have been explored mainly in the research context. They have not been adopted by the computer graphics industry. This course bridges the gap between research labs and industry to present a unifying theory and understanding of data-driven methods for dynamic deformations that may inspire development of novel solutions. It focuses on application of data-driven methods to three areas of computer animation: dynamic deformation of faces, soft volumetric tissue, and cloth. And it describes how to approach these challenges in a data-driven manner, classifies the various methods, and demonstrates how data-driven methods can work in other settings.
Publishing Year
Date Published
2012-01-01
Conference
SIGGRAPH: Special Interest Group on Computer Graphics and Interactive Techniques
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Cite this

Otaduy M, Bickel B, Bradley D, Wang H. Data-driven simulation methods in computer graphics: Cloth, tissue and faces. In: ACM; 2012. doi:10.1145/2343483.2343495
Otaduy, M., Bickel, B., Bradley, D., & Wang, H. (2012). Data-driven simulation methods in computer graphics: Cloth, tissue and faces. Presented at the SIGGRAPH: Special Interest Group on Computer Graphics and Interactive Techniques, ACM. https://doi.org/10.1145/2343483.2343495
Otaduy, Miguel, Bernd Bickel, Derek Bradley, and Huamin Wang. “Data-Driven Simulation Methods in Computer Graphics: Cloth, Tissue and Faces.” ACM, 2012. https://doi.org/10.1145/2343483.2343495.
M. Otaduy, B. Bickel, D. Bradley, and H. Wang, “Data-driven simulation methods in computer graphics: Cloth, tissue and faces,” presented at the SIGGRAPH: Special Interest Group on Computer Graphics and Interactive Techniques, 2012.
Otaduy M, Bickel B, Bradley D, Wang H. 2012. Data-driven simulation methods in computer graphics: Cloth, tissue and faces. SIGGRAPH: Special Interest Group on Computer Graphics and Interactive Techniques
Otaduy, Miguel, et al. Data-Driven Simulation Methods in Computer Graphics: Cloth, Tissue and Faces. ACM, 2012, doi:10.1145/2343483.2343495.

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