@inproceedings{d132c79ab9b143cf957f34863bde9c9c,
title = "Selection of pose configuration parameters of motion capture data based on dynamic time warping",
abstract = "The paper deals with the problem of motion data classification based on dynamic time warping transform. In the preliminary stage the selection of pose configuration parameters by hill climbing procedure is carried out. To construct dissimilarity matrices Euler angles and unit quaternion distance functions are taken into consideration and compared. To examine proposed approach gait database containing data of 30 different humans is used. The obtained results are satisfactory. The classification has over than 90\% accuracy and joint selection allows to reduce dimensionality of pose configuration space noticeably.",
keywords = "attribute selection, classification of motion data, dynamic time warping, gait identification, motion capture",
author = "Adam Switonski and Henryk Josinski and Hafed Zghidi and Konrad Wojciechowski",
note = "Publisher Copyright: {\textcopyright} 2015 AIP Publishing LLC.; International Conference on Numerical Analysis and Applied Mathematics 2014, ICNAAM 2014 ; Conference date: 22-09-2014 Through 28-09-2014",
year = "2015",
month = mar,
day = "10",
doi = "10.1063/1.4912879",
language = "English",
series = "AIP Conference Proceedings",
publisher = "American Institute of Physics Inc.",
editor = "Simos, \{Theodore E.\} and Simos, \{Theodore E.\} and Simos, \{Theodore E.\} and Charalambos Tsitouras",
booktitle = "Proceedings of the International Conference on Numerical Analysis and Applied Mathematics 2014, ICNAAM 2014",
address = "United States",
}