Comparative Analysis on the Filtering Methods of Human Kinematics Data

Hongbing Ba, Jihe Zhou

Abstract

In this paper, the infinite pulse filter was analyzed in the comparative experiment method. Through the experimental analysis: In particular, the need to deal with extreme values of human motion data, to give priority to low-pass filter, the data changes are relatively smooth to consider using infinite pulse filtering. Due to the continuity of human motion and given that the data end distortion rate is higher than the initial one, it is necessary to take some extra frames after the action keyframes to reduce the error caused by end-of-sequencedistortion.

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Paper Citation


in Harvard Style

Ba H. and Zhou J. (2018). Comparative Analysis on the Filtering Methods of Human Kinematics Data.In Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM, ISBN 978-989-758-345-2, pages 62-66. DOI: 10.5220/0007526300620066


in Bibtex Style

@conference{icimm18,
author={Hongbing Ba and Jihe Zhou},
title={Comparative Analysis on the Filtering Methods of Human Kinematics Data},
booktitle={Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,},
year={2018},
pages={62-66},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007526300620066},
isbn={978-989-758-345-2},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,
TI - Comparative Analysis on the Filtering Methods of Human Kinematics Data
SN - 978-989-758-345-2
AU - Ba H.
AU - Zhou J.
PY - 2018
SP - 62
EP - 66
DO - 10.5220/0007526300620066