Action Recognition in a Wearable Assistance System

Hanheide M, Hofemann N, Sagerer G (2006)
In: Proc. of the Int. Conf. on Pattern Recognition (ICPR’06). International Association for Pattern Recognition (Ed); , 2. Los Alamitos, Calif. : IEEE: 1254-1257.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
herausgebende Körperschaft
International Association for Pattern Recognition
Abstract / Bemerkung
Enabling artificial systems to recognize human actions is a requisite to develop intelligent assistance systems that are able to instruct and supervise users in accomplishing tasks. In order to enable an assistance system to be wearable, head-mounted cameras allow to perceive a scene visually from a user’s perspective. But realizing action recognition without any static sensors causes special challenges. The movement of the camera is directly related to the user’s head motion and not controlled by the system. In this paper we present how a trajectory-based action recognition can be combined with object recognition, visual tracking, and a background motion compensation to be applicable in such a wearable assistance system. The suitability of our approach is proved by user studies in an object manipulation scenario.
Erscheinungsjahr
2006
Titel des Konferenzbandes
Proc. of the Int. Conf. on Pattern Recognition (ICPR’06)
Band
2
Seite(n)
1254-1257
ISBN
0769525210
Page URI
https://pub.uni-bielefeld.de/record/1891261

Zitieren

Hanheide M, Hofemann N, Sagerer G. Action Recognition in a Wearable Assistance System. In: International Association for Pattern Recognition, ed. Proc. of the Int. Conf. on Pattern Recognition (ICPR’06). Vol 2. Los Alamitos, Calif. : IEEE; 2006: 1254-1257.
Hanheide, M., Hofemann, N., & Sagerer, G. (2006). Action Recognition in a Wearable Assistance System. In International Association for Pattern Recognition (Ed.), Proc. of the Int. Conf. on Pattern Recognition (ICPR’06) (Vol. 2, pp. 1254-1257). Los Alamitos, Calif. : IEEE. https://doi.org/10.1109/icpr.2006.204
Hanheide, M., Hofemann, N., and Sagerer, G. (2006). “Action Recognition in a Wearable Assistance System” in Proc. of the Int. Conf. on Pattern Recognition (ICPR’06), International Association for Pattern Recognition ed., vol. 2, (Los Alamitos, Calif. : IEEE), 1254-1257.
Hanheide, M., Hofemann, N., & Sagerer, G., 2006. Action Recognition in a Wearable Assistance System. In International Association for Pattern Recognition, ed. Proc. of the Int. Conf. on Pattern Recognition (ICPR’06). no.2 Los Alamitos, Calif. : IEEE, pp. 1254-1257.
M. Hanheide, N. Hofemann, and G. Sagerer, “Action Recognition in a Wearable Assistance System”, Proc. of the Int. Conf. on Pattern Recognition (ICPR’06), International Association for Pattern Recognition, ed., vol. 2, Los Alamitos, Calif. : IEEE, 2006, pp.1254-1257.
Hanheide, M., Hofemann, N., Sagerer, G.: Action Recognition in a Wearable Assistance System. In: International Association for Pattern Recognition (ed.) Proc. of the Int. Conf. on Pattern Recognition (ICPR’06). 2, p. 1254-1257. IEEE, Los Alamitos, Calif. (2006).
Hanheide, Marc, Hofemann, Nils, and Sagerer, Gerhard. “Action Recognition in a Wearable Assistance System”. Proc. of the Int. Conf. on Pattern Recognition (ICPR’06). Ed. International Association for Pattern Recognition. Los Alamitos, Calif. : IEEE, 2006.Vol. 2. 1254-1257.

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