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Continuous 6DOF Gesture Recognition: A Fuzzy logic Approach

 
: Bimber, O.

Skala, V. ; International Federation for Information Processing -IFIP-, Working Group 5.10 Computer Graphics; European Association for Computer Graphics -EUROGRAPHICS-:
WSCG '99. 7. International Conference in Central Europe on Computer Graphics, Visualization and Digital Interactive Media. Conference Proceedings. Vol.1
Plzen: University of West Bohemia, 1999
ISBN: 80-7082-490-5
pp.24-30
International Conference in Central Europe on Computer Graphics, Visualization and Digital Interactive Media (WSCG) <7, 1999, Plzen, Czech Republic>
English
Conference Paper
Fraunhofer IGD ()
continous gesture recognition; fuzzy logic; knowledge based; motion; training

Abstract
The method described in this paper recognizes previously learned getures which the system was taught by performing them. Any kind of 6DOF input device (e.g. data glove, visual systems, space mouse etc.) can be used to gather the motion data that carries out the gesture. The reliability of the recognition process can be improved by repeating the same gestures several times and correcting wrong recognition results. This extends the system's knowledge. Once learned, the system translates the recognized gestures into (for a computer) identifiable objects (numbers, strings, events etc.) tht can be further processed. The systems advantages are its usability (e.g. with 2D or 3D input devices or in combination with finger status information, etc.), the minimum of information needed to recognize a gesture, and, consequently, the high speed of its scanning and comparison process.

: http://publica.fraunhofer.de/documents/PX-8574.html