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Dynamical system representation, generation, and recognition of basic oscillatory motion gestures
Killington, Vermont October 14-October 16
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AFGR.1996.557244Second IEEE International Conference ...
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C.J. Cohen, Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
L. Conway, Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
D. Koditschek, Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
We present a system for generation and recognition of oscillatory gestures. Inspired by gestures used in two representative human-to-human control areas, we consider a set of oscillatory motions and refine from them a 24 gesture lexicon. Each gesture is modeled as a dynamical system with added geometric constraints to allow for real time gesture recognition using a small amount of processing time and memory. The gestures are used to control a pan-tilt camera neck. We propose extensions for use in areas such as mobile robot control and telerobotics.
Index Terms:
computer vision; dynamical system representation; basic oscillatory motion gestures; generation; recognition; oscillatory gestures; gesture lexicon; geometric constraints; real time gesture recognition; pan-tilt camera neck; mobile robot control; telerobotics
Citation:
C.J. Cohen, L. Conway, D. Koditschek, "Dynamical system representation, generation, and recognition of basic oscillatory motion gestures," fg, pp.60, Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96), 1996
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