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A novel bio-kinematic encoder for human exercise representation and decomposition - Part 1 : Indexing and modelling
conference contribution
posted on 2013-01-01, 00:00 authored by S Li, Terry CaelliTerry Caelli, M Ferraro, Pubudu PathiranaPubudu PathiranaCurrent bio-kinematic encoders use velocity, acceleration and angular information to encode human exercises. However, in exercise physiology there is a need to distinguish between the shape of the trajectory and its execution dynamics. In this paper we propose such a two-component model and explore how best to compute these components of an action. In particular, we show how a new spatial indexing scheme, derived directly from the underlying differential geometry of curves, provides robust estimates of the shape and dynamics compared to standard temporal indexing schemes.
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Control Automation and Information Sciences Conference (2nd : 2013 : Nha Trang, Vietnam)Pagination
24 - 29Publisher
IAMILocation
Nha Trang, VietnamPlace of publication
Nha Trang, VietnamStart date
2013-11-25End date
2013-11-28ISBN-13
9781467308137ISBN-10
1467308137Language
engPublication classification
E1 Full written paper - refereedTitle of proceedings
Proceedings of the 2nd International Conference on Control Automation and Information Sciences; ICCAIS 2013Usage metrics
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