Eigengestures for natural human computer interface

TitleEigengestures for natural human computer interface
Publication TypeBook Chapter
Year of Publication2011
AuthorsGawron P, Głomb P, Miszczak J.A., Puchała Z
EditorCzachórski T, Kozielski S, Stańczyk U
Book TitleMan-Machine Interactions 2
Pagination49–56
PublisherSpringer
CityBerlin / Heidelberg
ISBN Number978-3-642-23168-1
AbstractWe 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.