@inbook{bibcite_14642, author = {Piotr Gawron and Przemys{\l}aw G{\l}omb and Jaroslaw Miszczak and Zbigniew Pucha{\l}a and Tadeusz Czach{\'o}rski and Stanis{\l}aw Kozielski and Urszula Sta{\'n}czyk}, title = {Eigengestures for natural human computer interface}, 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.}, year = {2011}, journal = {Man-Machine Interactions 2}, pages = {49{\textendash}56}, publisher = {Springer}, address = {Berlin / Heidelberg}, isbn = {978-3-642-23168-1}, note = {arXiv:1105.1293}, language = {eng}, }