Gesture Recognition with a Wii Controller

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Gesture_Recognition_with_a_Wii_Controller.pdf
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Datum
2008
Autor:innen
Poppinga, Benjamin
Henze, Niels
Boll, Susanne
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Published
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Proceedings of the 2nd International Conference on Tangible and Embedded Interaction. 2008, pp. 11-14
Zusammenfassung

In many applications today user interaction is moving away from mouse and pens and is becoming pervasive and much more physical and tangible. New emerging interaction technologies allow developing and experimenting with new interaction methods on the long way to providing intuitive human computer interaction. In this paper, we aim at recognizing gestures to interact with an application and present the design and evaluation of our sensor-based gesture recognition. As input device we employ the Wii-controller(Wiimote) which recently gained much attention world wide. We use the Wiimote s acceleration sensor independent of the gaming console for gesture recognition. The system allows the training of arbitrary gestures by users which can then be recalled for interacting with systems like photo browsing on a home TV. The developed library exploits Wii-sensor data and employs a hidden Markov model for training and recognizing user-chosen gestures. Our evaluation shows that we can already recognize gestures with a small number of training samples. In addition to the gesture recognition we also present our experiences with the Wii-controller and the implementation of the gesture recognition. The system forms the basis for our ongoing work on multimodal intuitive media browsing and are available to other researchers in the field.

Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
tangible user interfaces, gesture recognition, Wiimote
Konferenz
Tangible and Embedded Interaction, 18. Feb. 2008 - 20. Feb. 2008, Bonn, Germany
Rezension
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Zitieren
ISO 690SCHLÖMER, Thomas, Benjamin POPPINGA, Niels HENZE, Susanne BOLL, 2008. Gesture Recognition with a Wii Controller. Tangible and Embedded Interaction. Bonn, Germany, 18. Feb. 2008 - 20. Feb. 2008. In: Proceedings of the 2nd International Conference on Tangible and Embedded Interaction. 2008, pp. 11-14
BibTex
@inproceedings{Schlomer2008Gestu-5516,
  year={2008},
  title={Gesture Recognition with a Wii Controller},
  booktitle={Proceedings of the 2nd International Conference on Tangible and Embedded Interaction},
  pages={11--14},
  author={Schlömer, Thomas and Poppinga, Benjamin and Henze, Niels and Boll, Susanne}
}
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