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


Author(s): Otaduy, Miguel A; Bickel, Bernd; Bradley, Derek J; Wang, Huamin
Title: Data-driven simulation methods in computer graphics: Cloth, tissue and faces
Affiliation
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.
Keywords: Computer animation; Data-driven methods; Data-driven simulation; Dynamic deformation; Novel solutions; Research labs
Conference Title: SIGGRAPH: Special Interest Group on Computer Graphics and Interactive Techniques
Conference Dates: 5 - 9 August, 2012
Conference Location: Los Angeles, United States
ISBN: 1557-7368
Publisher: ACM  
Date Published: 2012-01-01
Start Page: Article number: 12
DOI: 10.1145/2343483.2343495
Open access: no
IST Austria Authors