Title :
A combined audio-visual contribution to event detection in field sports broadcast video. Case study: Gaelic football
Author :
Sadlier, David A. ; O´Connor, Noel ; Marlow, Sean ; Murphy, Noel
Author_Institution :
Centre for Digital Video Process., Dublin City Univ., Ireland
Abstract :
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.
Keywords :
audio signal processing; audio-visual systems; feature extraction; speech processing; sport; television broadcasting; video signal processing; Gaelic football; audio domain; audio-visual analysis techniques; audio-visual contribution; broadcast TV; colour dominance pattern recognition; event detection; field sports broadcast video; speech-band energy tracking; video domain; Australia; Computer aided software engineering; Digital audio broadcasting; Digital video broadcasting; Event detection; Feature extraction; Multimedia communication; Pattern recognition; Software libraries; TV broadcasting;
Conference_Titel :
Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
Print_ISBN :
0-7803-8292-7
DOI :
10.1109/ISSPIT.2003.1341180