Low Latency Recognition and Reproduction of Natural Gesture Trajectories

Großekathöfer U, Sadeghipour A, Lingner T, Meinicke P, Hermann T, Kopp S (2012)
In: ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods). http://www.scitepress.org/DigitalLibrary: 154-161.

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Conference Paper | Published | English
Abstract
In human-machine interaction scenarios, low latency recognition and reproduction is crucial for successful communication. For reproduction of general gesture classes it is important to realize a representation that is insensitive with respect to the variation of performer specific speed development along gesture trajectories. Here, we present an approach to learning of speed-invariant gesture models that provide fast recognition and convenient reproduction of gesture trajectories. We evaluate our gesture model with a data set comprising 520 examples for 48 gesture classes. The results indicate that the model is able to learn gestures from few observations with high accuracy.
Publishing Year
Conference
ICPRAM 2012
Location
Vilamoura, Portugal
Conference Date
2012-02-6
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Großekathöfer U, Sadeghipour A, Lingner T, Meinicke P, Hermann T, Kopp S. Low Latency Recognition and Reproduction of Natural Gesture Trajectories. In: ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods). http://www.scitepress.org/DigitalLibrary; 2012: 154-161.
Großekathöfer, U., Sadeghipour, A., Lingner, T., Meinicke, P., Hermann, T., & Kopp, S. (2012). Low Latency Recognition and Reproduction of Natural Gesture Trajectories. ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods), 154-161.
Großekathöfer, U., Sadeghipour, A., Lingner, T., Meinicke, P., Hermann, T., and Kopp, S. (2012). “Low Latency Recognition and Reproduction of Natural Gesture Trajectories” in ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods) (http://www.scitepress.org/DigitalLibrary), 154-161.
Großekathöfer, U., et al., 2012. Low Latency Recognition and Reproduction of Natural Gesture Trajectories. In ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods). http://www.scitepress.org/DigitalLibrary, pp. 154-161.
U. Großekathöfer, et al., “Low Latency Recognition and Reproduction of Natural Gesture Trajectories”, ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods), http://www.scitepress.org/DigitalLibrary: 2012, pp.154-161.
Großekathöfer, U., Sadeghipour, A., Lingner, T., Meinicke, P., Hermann, T., Kopp, S.: Low Latency Recognition and Reproduction of Natural Gesture Trajectories. ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods). p. 154-161. http://www.scitepress.org/DigitalLibrary (2012).
Großekathöfer, Ulf, Sadeghipour, Amir, Lingner, Thomas, Meinicke, Peter, Hermann, Thomas, and Kopp, Stefan. “Low Latency Recognition and Reproduction of Natural Gesture Trajectories”. ICPRAM (Int.Conf. on Pattern Recognition Applications and Methods). http://www.scitepress.org/DigitalLibrary, 2012. 154-161.
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