venkatesh-usingcamera-2003.pdf (302.75 kB)
Using camera motion to identify different types of American football plays
conference contribution
posted on 2003-01-01, 00:00 authored by M Lazarescu, Svetha VenkateshSvetha VenkateshThis paper presents a method that uses camera motion parameters to recognise 7 types of American football plays. The approach is based on the motion information extracted from the video and it can identify short and long pass plays, short and long running plays, quarterback sacks, punt plays and kickoff plays. This method has the advantage that it is fast and it does not require player or ball tracking. The system was trained and tested using 782 plays and the results show that the system has an overall classification accuracy of 68%.
History
Event
International Conference on Multimedia and Expo (2003 : Baltimore, Md.)Pagination
181 - 184Publisher
IEEELocation
Baltimore, Md.Place of publication
[Washington, D. C.]Publisher DOI
Start date
2003-07-06End date
2003-07-09ISBN-10
0780379659Language
engNotes
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.Publication classification
E1.1 Full written paper - refereedCopyright notice
2003, IEEETitle of proceedings
ICME 2003 : Proceedings of the IEEE International Conference on Multimedia and ExpoUsage metrics
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