Proceedings of ISP RAS


Time invariant hand gesture recognition for human-computer interaction.

D. Kostyrev, A.B. Kogan, S. Anischenko,M. Petrushan.

Abstract

Hand motion driven human-computer interface based on novel time-invariant gesture description is proposed. Description is represented as a sequence of overthreshold motion distribution histograms. Such description utilizes information about gesture spatial configuration and motion dynamics. K-nearest-neighbour classifier was trained on six gesture types. Application for remote slideshow control was developed based on the proposed algorithm.

Keywords

human-computer interfaces, hand motion tracking, dynamic pattern recognition

Edition

Proceedings of the Institute for System Programming, vol. 26, issue 4, 2014, pp. 99-112.

ISSN 2220-6426 (Online), ISSN 2079-8156 (Print).

DOI: 10.15514/ISPRAS-2014-26(4)-8

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