Abstract
We present a Matlab toolbox for synthesis and visualization of human motion style. The aim is to support development of expressive virtual characters by providing implementations of several style related motion synthesis methods thus allowing side-by-side comparisons. The implemented methods are based on recorded (captured or synthetic) motions, and include linear motion interpolation and extrapolation, style transfer, rotation swapping per body part and per quaternion channel, frequency band scaling and swapping, and Principal/Independent Component Analysis (PCA/ICA) based synthesis and component swapping.
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References
Bruderlin, A., Williams, L.: Motion signal processing. In: Proceedings of the 22nd Annual Conference on Computer Graphics and Interactive Techniques, pp. 97–104. ACM (1995)
Carreno-Medrano, P., Gibet, S., Larboulette, C., Marteau, P.-F.: Corpus creation and perceptual evaluation of expressive theatrical gestures. In: Bickmore, T., Marsella, S., Sidner, C. (eds.) IVA 2014. LNCS, vol. 8637, pp. 109–119. Springer, Heidelberg (2014)
Förger, K., Takala, T.: Animating with style: defining expressive semantics of motion. The Visual Computer, pp. 1–13 (2015). doi:10.1007/s00371-015-1064-4
Geng, W., Yu, G.: Reuse of motion capture data in animation: a review. In: Kumar, V., Gavrilova, M.L., Tan, C.J.K., L’Ecuyer, P. (eds.) ICCSA 2003. LNCS, vol. 2669, pp. 620–629. Springer, Heidelberg (2003)
Hyvärinen, A.: Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans. Neural Netw. 10(3), 626–634 (1999)
Kim, Y., Neff, M.: Component-based locomotion composition. In: Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 165–173. Eurographics Association (2012)
Pejsa, T., Pandzic, I.S.: State of the art in example-based motion synthesis for virtual characters in interactive applications. In: Computer Graphics Forum. vol. 29, pp. 202–226. Blackwell Publishing (2010)
Shapiro, A., Cao, Y., Faloutsos, P.: Style components. In: Proceedings of Graphics Interface 2006, pp. 33–39. Canadian Information Processing Society (2006)
Shoemake, K.: Animating rotation with quaternion curves. SIGGRAPH Comput. Graph. 19(3), 245–254 (1985)
Acknowledgements
This work has been supported by the Kone Foundation through the project Social eMotions, and the Hecse graduate school. We also thank people behind the open source Matlab libraries/functions FastICA, GPMat, Quaternion Toolbox, ScreenCapture, Slerp, and SpinCalc.
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Förger, K., Takala, T. (2015). A Motion Style Toolbox. In: Brinkman, WP., Broekens, J., Heylen, D. (eds) Intelligent Virtual Agents. IVA 2015. Lecture Notes in Computer Science(), vol 9238. Springer, Cham. https://doi.org/10.1007/978-3-319-21996-7_36
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DOI: https://doi.org/10.1007/978-3-319-21996-7_36
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