Combining Sensory and Symbolic Data for Manipulative Gesture Recognition

Fritsch J, Hofemann N, Sagerer G (2004)
In: Proc. Int. Conf. on Pattern Recognition. Cambridge, United Kingdom: IEEE: 930-933.

Conference Paper | Published | English

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In this paper we propose to recognize manipulative hand gestures by incorporating symbolic constraints in a particle filtering approach used for trajectory-based activity recognition. To this end, the notion of situational and spatial context of a gesture is introduced. This scene context is incorporated during the analysis of the trajectory data. A first evaluation in an office environment demonstrates the suitability of our approach. Different from purely trajectory-based approaches, our method recognizes manipulative gestures including the information which objects were manipulated.
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Fritsch J, Hofemann N, Sagerer G. Combining Sensory and Symbolic Data for Manipulative Gesture Recognition. In: Proc. Int. Conf. on Pattern Recognition. Cambridge, United Kingdom: IEEE; 2004: 930-933.
Fritsch, J., Hofemann, N., & Sagerer, G. (2004). Combining Sensory and Symbolic Data for Manipulative Gesture Recognition. Proc. Int. Conf. on Pattern Recognition(3), 930-933.
Fritsch, J., Hofemann, N., and Sagerer, G. (2004). “Combining Sensory and Symbolic Data for Manipulative Gesture Recognition” in Proc. Int. Conf. on Pattern Recognition (Cambridge, United Kingdom: IEEE), 930-933.
Fritsch, J., Hofemann, N., & Sagerer, G., 2004. Combining Sensory and Symbolic Data for Manipulative Gesture Recognition. In Proc. Int. Conf. on Pattern Recognition. Cambridge, United Kingdom: IEEE, pp. 930-933.
J. Fritsch, N. Hofemann, and G. Sagerer, “Combining Sensory and Symbolic Data for Manipulative Gesture Recognition”, Proc. Int. Conf. on Pattern Recognition, Cambridge, United Kingdom: IEEE, 2004, pp.930-933.
Fritsch, J., Hofemann, N., Sagerer, G.: Combining Sensory and Symbolic Data for Manipulative Gesture Recognition. Proc. Int. Conf. on Pattern Recognition. p. 930-933. IEEE, Cambridge, United Kingdom (2004).
Fritsch, Jannik, Hofemann, Nils, and Sagerer, Gerhard. “Combining Sensory and Symbolic Data for Manipulative Gesture Recognition”. Proc. Int. Conf. on Pattern Recognition. Cambridge, United Kingdom: IEEE, 2004. 930-933.
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