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Mäntylä V-M, Mäntyjärvi J, Seppänen T & Tuulari E (2000)
Hand gesture recognition of a mobile device user.
Proc. IEEE International Conference on Multimedia and Expo 2000, New York City, NY, 1:281 - 284.

Experiments with acceleration sensors is described for static and dynamic gesture recognition of a mobile device user. Static gestures are recognized with the self-organizing mapping scheme of Kohonen while a hidden Markov model is used for recognizing dynamic gestures. An experimental sensor box for the research of context-awareness is also explained. Experimental results show great promise of the chosen technologies for recognizing gestures of a user of a mobile device.

Full paper (PDF)