User Identification for Home Entertainment Based on Free-Air Hand Motion Signatures

A user identification system based on free-air hand signature-gestures acquired with a 3-D camera was developed. In the system, users interactively defined their own motion signatures by demonstration and trained the system by performing a plurality of signatures. The system identifies the user by c...

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Veröffentlicht in:	IEEE transactions on systems, man, and cybernetics. Systems man, and cybernetics. Systems, 2014-11, Vol.44 (11), p.1461-1473
Hauptverfasser:	Mendels, Omri, Stern, Helman, Berman, Sigal
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Cameras Clustering methods Covariance matrices Entertainment free-air hand signature gestures human-machine interaction Interactive motion analysis Optimization Recognition Reproduction Shape Signatures Three dimensional Training Trajectory user identification Vectors
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