| Title | Eigengestures for natural human computer interface |
| Publication Type | Book Chapter |
| Year of Publication | 2011 |
| Authors | Gawron P , Głomb P , Miszczak J , Puchała Z |
| Editor | Czachórski T , Kozielski S , Stańczyk U |
| Book Title | Man-Machine Interactions 2 |
| Pagination | 49–56 |
| Publisher | Springer |
| City | Berlin / Heidelberg |
| ISBN Number | 978-3-642-23168-1 |
| 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. |
