Using wearable sensors for real-time recognition tasks in games of martial arts - An initial experiment

Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games, CIG'06

Volumn , Issue , 2006, Pages 98-102

  Heinz, Ernst A ^a   Kunze, Kai S ^a   Gruber, Matthias ^a   Bannach, David ^a   Lukowicz, Paul ^a  

^a UNIVERSITY FOR HEALTH SCIENCES   (Austria)

Author keywords

Body worn sensors; Experiment; Games of martial arts; Kung Fu; Motion analysis; Movement recognition; Wearable computing; Wing Tsun

Indexed keywords

ARTIFICIAL INTELLIGENCE; ARTS COMPUTING; AUGMENTED REALITY; COMPUTER GAMES; EXPERIMENTS; MOTION ANALYSIS; MOTION ESTIMATION; PATTERN MATCHING; USER INTERFACES; WEARABLE COMPUTERS;

BODY-WORN SENSORS; KUNG-FU; MARTIAL ART; MOVEMENT RECOGNITION; WEARABLE COMPUTING;

WEARABLE SENSORS;

EID: 34548712275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIG.2006.311687     Document Type: Conference Paper

References (17)

1. S. Wolf, R. Sattin, and M. Kutner, "Intense T'ai Chi exercise training and fall occurrences in older, traditionally frail adults: a randomized, controlled trial," Journal of the American Geriatric Society, Vol. 1, 2003, pp. 188-189.
2. C. Wang C., J. Collet, and J. Lau, "The effect of Tai Chi on health outcomes in patients with chronic conditions: a systematic review," Arch. Intern. Med., Vol. 1, 2004, pp. 188-189.
3. O. Cakmakci, J. Coutaz, K. V. Laerhoven, and H.-W. Gellersen, "Context awareness in systems with limited resources," [Online]. Available: citeseer.nj.nec.com/cakmakci02context.html
4. L. Bao and S. Intille, "Activity recognition from user-annotated acceleration data," in Pervasive Computing, F. Mattern, Ed., 2004.
5. L. Seon-Woo and K. Mase, "Recognition of walking behaviors for pedestrian navigation." in Proceedings of the 2001 IEEE International Conference on Control Applications (CCA'01) (Cat. 2001, pp. 1152-1155.
6. J. Mantyjarvi, J. Himberg, and T. Seppanen, "Recognizing human motion with multiple acceleration sensors," in 2001 IEEE International Conference on Systems, Man and Cybernetics, vol. 3494, 2001, pp. 747-752.
7. E. A. Heinz, K. S. Kunze, S. Sulistyo, H. Junker, P. Lukowicz, and G. Tröster, "Experimental evaluation of variations in primary features used for acceleromctric context recognition," in Proceedings of the 1st European Symposium on Ambient Intelligence (EUSAI 2003), E. Aarts, R. Collier, K. van Loenen, B. de Ruyter (eds.), LNCS 2875, Springer-Verlag, 2003, pp. 252-263, ISBN 3-540-20418-0.
8. N. Kern, B. Schiele, H. Junker, P. Lukowicz, and G. Tr̈oster, "Wearable sensing to annotate meeting recordings," in Proceedings Sixth International Symposium on Wearable Computers ISWC 2002, 2002.
9. N. Kern, B. Schiele, and A. Schmidt, "Multi-sensor activity context detection for wearable computing," in Proceedings of the 1st European Symposium on Ambient Intelligence (EUSAI 2003), E. Aarts. R. Collier, E. van Loenen, B. de Ruyter (eds.), LNCS 2875, Springer-Verlag, 2003, ISBN 3-540-20418-0.
10. P. Lukowicz, J. Ward, H. Junker, M. Staeger, G. Tröster, A. Atrash, and T. Starner. "Recognizing workshop activity using body worn microphones and aceelerometers," in Pervasive Computing, 2004.
11. P. H. Veltink, H. B. J. Bussmann, W. de Vries, W. L. J. Martens, and R. C. van Lummel, "Detection of static and dynamic activities using uniaxial aceelerometcrs," IEEE Transactions on Rehabilitation Engineering, Vol. 4, No. 4, pp. 375-385, 1996.
12. K. H. Chi, J. Song, and G. Corbin, "killer app" of wearable computing: wireless force sensing body protectors for martial arts," in UIST '04: Proceedings of the 17th annual ACM symposium on User interface software and technology, New York. NY, USA: ACM Press, 2004, pp. 277-285. [Online]. Available: http://dx.doi.org/10.1145/1029632.1029680
13. H. Markus, H. Takafumi, N. Sarah, and T. Sakol, "Chi-ball, an interactive device assisting martial arts education for children," in CHI '03: CHI '03 extended abstracts on Human factors in computing systems. New York, NY, USA: ACM Press, 2003, pp. 962-963. [Online]. Available: http://dx.doi.org/10.1145/765891.766095
14. P. Haemaelneinen, T. Ilmonen, J. Hoeysnieml, M. Lindholm, and A. Nykaenen, "Martial arts in artificial reality," in CHI '05: Proceedings of the SIGCHI conference on Human factors in computing systems. New York, NY, USA: ACM Press, 2005, pp. 781-790. [Online]. Available: http://dx.doi.org/10.1145/1054972.1055081
15. T. Starner, B. Leibe, B. Singletary, and J. Pair, "Mind-warping: towards creating a compelling collaborative augmented reality game," in IUI '00: Proceedings of the 5th international conference on Intelligent user interfaces. ACM Press, 2000, pp. 256-259. [Online]. Available: http://portal.acm.org/citation.cfm?id=325864
16. Chua, Training for physical tasks in virtual environments: Tai Chi, 2003. [Online]. Available: http://ieeexplore.ieee.org/xpls/abs_all.isp? arnumber=1191125
17. D. Bannach, K. Kunze, P. Lukowicz, O. Amft, "Distributed modular toolbox for multi-modal context recognition," in Proceedings of the 19th International Conference on the Architecture of Computing Systems (ARCS 2006), LNCS. Springer-Verlag, to be published 2006.