“Interactive Motion Decomposition” by Shapiro, Cao and Faloutsos
Conference:
Type(s):
Title:
- Interactive Motion Decomposition
Session/Category Title: Motion
Presenter(s)/Author(s):
Abstract:
We introduce a novel method for editing the style of motion data through motion decomposition. Our method extracts the style of a motion using linear decomposition based on Independent Component Analysis. The extracted style components are applied to other motions through a variety of editing operations. The resulting motions retain their original basic content while exhibiting the style of a different motion.
References:
Brand, M., and Hertzmann, A. 2000. Style machines. In Siggraph 2000, Computer Graphics Proceedings, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., 183–192.
Cao, Y., Faloutsos, P., and Pighin, F. 2003. Unsupervised learning for speech motion editing. In Proceedings of the 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Eurographics Association, 225–231.
