In this paper, we propose a novel method to extract keyframes from motion capture data. A hybrid approach, which combines a curve-simplification algorithm with an initialization procedure including principal component analysis, is adopted. The developed method automatically extracts an appropriate number of keyframes at high speed without performance degradation. Experimental results prove the effectiveness of the present method.
CITATION STYLE
Miura, T., Kaiga, T., Shibata, T., Katsura, H., Tajima, K., & Tamamoto, H. (2014, November 1). A hybrid approach to keyframe extraction from motion capture data using curve simplification and principal component analysis. IEEJ Transactions on Electrical and Electronic Engineering. John Wiley and Sons Inc. https://doi.org/10.1002/tee.22029
Mendeley helps you to discover research relevant for your work.