Soft tissue artifact compensation by linear 3D interpolation and approximation methods.

Abstract:

:Several compensation methods estimate bone pose from a cluster of skin-mounted makers, each influenced by soft tissue artifact (STA). In this study, linear 3D interpolation and approximation methods (affine mapping, Kriging and radial basis function (RBF)) and the conventional singular value decomposition (SVD) method were examined to determine their suitability for STA compensation. The ability of these four methods to estimate knee angles and displacements was compared using simulated gait data with and without added STA. The knee angle and the displacement estimates of all four methods were similar with root-mean-square errors (RMSEs) near 1.5 degrees and 4mm, respectively. The 3D interpolation and approximation methods were more complicated to implement than the conventional SVD method. However, these non-standard methods provided additional geometric (homothety, stretch) and time functions that model the deformation of the cluster of markers. This additional information may be useful to model and compensate the STA.

journal_name

J Biomech

journal_title

Journal of biomechanics

authors

Dumas R,Cheze L

doi

10.1016/j.jbiomech.2009.06.006

subject

Has Abstract

pub_date

2009-09-18 00:00:00

pages

2214-7

issue

13

eissn

0021-9290

issn

1873-2380

pii

S0021-9290(09)00342-X

journal_volume

42

pub_type

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