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A combined audio-visual contribution to event detection in field sports broadcast video. Case study: Gaelic football
Sadlier, David A.; O'Connor, Noel E.; Marlow, Seán; Murphy, Noel
In this paper we propose novel, audio-visual analysis techniques for event detection in broadcast TV sports video content. The scope of the design is constrained to the specialized domain of 'field sport', and specifically, Gaelic Football is presented as an experimental case study. We show that a combination of speech-band energy tracking in the audio domain, coupled with colour dominance pattern recognition in the video domain, provides a useful contribution to event detection for broadcast Gaelic Football matches. It is projected that, any conclusions made therein may be extended such that they function on sports content of a similar nature such as American Football, Australian Rules, Rugby Union etc.
Keyword(s): Signal processing; Information retrieval; audio signal processing; audio-visual systems; feature extraction; speech processing; sport; television broadcasting; video signal processing
Publication Date:
2003
Type: Other
Peer-Reviewed: Unknown
Language(s): English
Institution: Dublin City University
Citation(s): Sadlier, David A., O'Connor, Noel E. ORCID: 0000-0002-4033-9135 <https://orcid.org/0000-0002-4033-9135>, Marlow, Seán and Murphy, Noel (2003) A combined audio-visual contribution to event detection in field sports broadcast video. Case study: Gaelic football. In: ISSPIT 2003 - IEEE International Symposium on Signal Processing and Information Technology, 14-17 December 2003, Darmstadt, Germany.
Publisher(s): Institute of Electrical and Electronics Engineers
File Format(s): application/pdf
Related Link(s): http://doras.dcu.ie/244/1/ieee_isspit_2003.pdf,
http://dx.doi.org/10.1109/ISSPIT.2003.1341180
First Indexed: 2009-11-05 02:00:27 Last Updated: 2019-02-09 07:04:50