Eigengestures for natural human computer interface

Details Eigengestures for natural human computer interface Eigengestures for natural human computer interface

2011-05-06

arxiv.org/abs/1105.1293v1

Advances in Intelligent and Soft Computing, 2011, Volume 103/2011, 49-56

Computer Science

Human-Computer Interaction

10 pages, 3 figures

Scientific paper

10.1007/978-3-642-23169-8_6

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.

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