ENG  Vol.6 No.8 , July 2014
Spatio-Temporal Kinematic Decomposition of Movements
Abstract

We propose the new experimental method for investigating and approximating the organization and structure of movements with given accuracy. The composition of approximating trajectories illuminating the movement traits discloses the level of movement expertise in dancers and golf players. The method allows estimating the level of movement expertise, drawing the detailed structure of movements, and classifying movements into a given repertoire automatically.


Cite this paper
Volchenkov, D. , Bläsing, B. and Schack, T. (2014) Spatio-Temporal Kinematic Decomposition of Movements. Engineering, 6, 385-398. doi: 10.4236/eng.2014.68041.
References

[1]   Jolliffe, I.T. (1986) Principal Component Analysis. Springer, New York.
http://dx.doi.org/10.1007/978-1-4757-1904-8

[2]   Felsenstein, J. (2004) Inferring Phylogenies. Sinauer Associates Inc., Sunderland.

[3]   Gower, J.C. and Dijksterhuis, G.B. (2004) Procrustes Problems. Oxford University Press, Oxford.
http://dx.doi.org/10.1093/acprof:oso/9780198510581.001.0001

[4]   Aubry, N., Guyonnet, R. and Lima, R. (1991) Spatiotemporal Analysis of Complex Signals: Theory and Applications. Journal of Statistical Physics, 64, 683-739.
http://dx.doi.org/10.1007/BF01048312

[5]   Page, R.D.M. (1996) TREEVIEW: An Application to Display Phylogenetic Trees on Personal Computers. Computer Applications in the Biosciences, 12, 357-358.

[6]   Schack, T. (2001) On the Structure of Movement Representations—Theoretical Assumptions and Methodical Approach. Motor Control and Learning (E-Journal).
http://www.ejournalbut.de/Journal/index.asp

[7]   Tarassow, N.I. (2005) Klassischer Tanz. Die Schule des Tänzers. Henschel, Berlin.

[8]   Bläsing, B., Tenenbaum, G. and Schack, T. (2009) Cognitive Structures of Complex Movements in Dance. Psychology of Sport and Exercise, 10, 350-360.
http://dx.doi.org/10.1016/j.psychsport.2008.10.001

 
 
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