Eigengestures for natural human computer interface

Author: Gawron P.; Głomb P.; Miszczak J.; Puchała Z.; Czachórski T.; Kozielski S.; Stańczyk U.
Book Title: Man-Machine Interactions 2
Year of Publication: 2011
Status: Published
ISBN Number: 978-3-642-23168-1
Number of Pages: 49–56
City: Berlin / Heidelberg
Publisher: Springer
Abstract: 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.