TY - ECHAP
AU - Piotr Gawron
AU - Przemysław Głomb
AU - Jaroslaw Miszczak
AU - Zbigniew Puchała
AU - Tadeusz Czachórski
AU - Stanisław Kozielski
AU - Urszula Stańczyk
AB - We present the application of Principal Component Analysis for data acquired during the design of a natural gesture interface. We investigate the concept of an eigengesture for motion capture hand gesture data and present the visualisation of principal components obtained in the course of conducted experiments. We also show the influence of dimensionality reduction on reconstructed gesture data quality.
BT - Man-Machine Interactions 2
CY - Berlin / Heidelberg
LA - eng
N1 - arXiv:1105.1293
N2 - We present the application of Principal Component Analysis for data acquired during the design of a natural gesture interface. We investigate the concept of an eigengesture for motion capture hand gesture data and present the visualisation of principal components obtained in the course of conducted experiments. We also show the influence of dimensionality reduction on reconstructed gesture data quality.
PB - Springer
PP - Berlin / Heidelberg
PY - 2011
SN - 978-3-642-23168-1
EP - 49–56
T2 - Man-Machine Interactions 2
TI - Eigengestures for natural human computer interface
ER -