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Toward next generation coaching tools for court based racquet sports

Connaghan, Damien and O'Connor, Noel E. (2012) Toward next generation coaching tools for court based racquet sports. In: ACM Multimedia, 29 Oct- 2 Nov 2012, Nara, Japan.

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Abstract

Even with today’s advances in automatic indexing of multimedia content, existing coaching tools for court sports lack the ability to automatically index a competitive match into key events. This paper proposes an automatic event indexing and event retrieval system for tennis, which can be used to coach from beginners upwards. Event indexing is possible using either visual or inertial sensing, with the latter potentially providing system portability. To achieve maximum performance in event indexing, multi-sensor data integration is implemented, where data from both sensors is merged to automatically index key tennis events. A complete event retrieval system is also presented to allow coaches to build advanced queries which existing sports coaching solutions cannot facilitate without an inordinate amount of manual indexing.

Item Type:Conference or Workshop Item (Poster)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Inertial Sensors; Sports Coaching Tools
Subjects:Computer Science > Multimedia systems
DCU Faculties and Centres:Research Initiatives and Centres > CLARITY: The Centre for Sensor Web Technologies
Publisher:Association for Computing Machinery
Official URL:http://doi.acm.org/10.11452393347.2396390
Copyright Information:"© ACM, YYYY. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in MM '12 Proceedings of the 20th ACM international conference on Multimedia http://doi.acm.org/10.11452393347.2396390
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:17601
Deposited On:26 Nov 2012 11:12 by Damien Connaghan. Last Modified 26 Nov 2012 11:12

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