Multi-sensor classification of tennis strokes

Proceedings of IEEE Sensors

Volumn , Issue , 2011, Pages 1437-1440

  Connaghan, Damien ^a   Kelly, Phillip ^a   O'Connor, Noel E ^a   Gaffney, Mark ^b   Walsh, Michael ^a   O'Mathuna, Cian ^a  

^a DUBLIN CITY UNIVERSITY   (Ireland)

^b UNIVERSITY COLLEGE CORK   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

INERTIAL MEASURING UNIT; MULTI SENSOR; OPTIMAL TRAINING; STROKE DETECTION; STROKE RECOGNITION; VISUAL SENSOR;

ACCELEROMETERS; CLASSIFICATION (OF INFORMATION);

SENSORS;

EID: 84856897888     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSENS.2011.6127084     Document Type: Conference Paper

References (13)

1. Tennis ireland. http://www.tennisireland.ie/.
2. Vicon motion capture systems. http://www.vicon.com/.
3. A. Ahmadi, D. Rowlands, and D. A. James. Towards a wearable device for skill assessment and skill acquisition of a tennis player during the first serve. page 29136, 2010.
4. T. Bloom and P. Bradley. Player tracking and stroke recognition in tennis video. In Proceedings of the WDIC, pages 93-97, 2003.
5. D. Conaghan, P. Kelly, and N. E. O'Connor. Game, shot and match: Event-based indexing of tennis. In 9th International Workshop on Content-Based Multimedia Indexing, pages 96-102, 2011.
6. D. Conaghan and N. E. O'Connor. An intuitive user interface for visual sports coaching. In Proceedings of the Irish Human Computer Interaction (iHCI) Conference, pages 141-142, 2010.
7. D. Connaghan, S. Hughes, G. May, K. O'Brien, P. Kelly, C. ÓConaire, N. E. O'Connor, D. O'Gorman, G. Warrington, A. F. Smeaton, and N. Moyna. A sensing platform for physiological and contextual feedback to tennis athletes. In Body Sensor Networks (BSN) Workshop, pages 224-229, 2009.
8. D. Connaghan, C. O'Conaire, P. Kelly, and N. E. O'Connor. Recognition of tennis strokes using key postures. In ISSC 2010 - 21st IET Irish Signals and Systems Conference, Cork, Ireland, 23-24 June 2010 2010. Institution of Engineering and Technology, Institution of Engineering and Technology.
9. M. Gaffney, B. O'Flynn, A. Mathewson, J. Buckley, J. Barton, P. Angove, J. Vcelak, C. O'Connaire, G. Healy, K. Moran, N. E. O'Connor, S. Coyle, P. Kelly, B. Caulfield, and L. Conroy. Wearable wireless inertial measurement for sports applications. In IMAPS-CPMT Poland Conference, 2009.
10. C. ÓConaire, D. Connaghan, P. Kelly, N. E. O'Connor, M. Gaffney, and J. Buckley. Combining inertial and visual sensing for human action recognition in tennis. In Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, pages 51-56, 2010.
11. B. O'Flynn, S. Bellis, K. Delaney, J. Barton, S. C. O'Mathuna, A. M. Barroso, J. Benson, U. Roedig, and C. Sreenan. The development of a novel minaturized modular platform for wireless sensor networks. In Proceedings of the 4th international symposium on Information processing in sensor networks, IPSN '05, Piscataway, NJ, USA, 2005. IEEE Press.
12. K.-M. Schneider. A comparison of event models for naive bayes anti-spam e-mail filtering. In Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1, EACL '03, pages 307-314, Stroudsburg, PA, USA, 2003. Association for Computational Linguistics.
13. J. A. Ward, P. Lukowicz, G. Troster, and T. E. Starner. Activity recognition of assembly tasks using body-worn microphones and accelerometers. IEEE Trans. Pattern Anal. Mach. Intell., 28(10):1553-1567, 2006.