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Extensible detection and indexing of highlight events in broadcasted sports video

Tjondronegoro, Dian W., Chen, Yi-Ping Phoebe and Pham, Binh 2006, Extensible detection and indexing of highlight events in broadcasted sports video, in Proceedings of the 29th Australasian Computer Science Conference volume 48, 2006, Hobart, Australia, January 16-19, 2006, Australian Computer Society, Sydney, N.S.W., pp. 237-246.

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Title Extensible detection and indexing of highlight events in broadcasted sports video
Author(s) Tjondronegoro, Dian W.
Chen, Yi-Ping Phoebe
Pham, Binh
Conference name Australasian Computer Science Conference (29th : 2006 : Hobart, Tasmania)
Conference location Hobart, Tasmania
Conference dates 16-19 January 2006
Title of proceedings Proceedings of the 29th Australasian Computer Science Conference volume 48, 2006, Hobart, Australia, January 16-19, 2006
Editor(s) Estivill-Castro, Vladimir
Dobbie, Gillian
Publication date 2006
Conference series Australasian Computer Science Conference
Start page 237
End page 246
Publisher Australian Computer Society
Place of publication Sydney, N.S.W.
Summary Content-based indexing is fundamental to support and sustain the ongoing growth of broadcasted sports video. The main challenge is to design extensible frameworks to detect and index highlight events. This paper presents: 1) A statistical-driven event detection approach that utilizes a minimum amount of manual knowledge and is based on a universal scope-of-detection and audio-visual features; 2) A semi-schema-based indexing that combines the benefits of schema-based modeling to ensure that the video indexes are valid at all time without manual checking, and schema-less modeling to allow several passes of instantiation in which additional elements can be declared. To demonstrate the performance of the events detection, a large dataset of sport videos with a total of around 15 hours including soccer, basketball and Australian football is used.
ISBN 1920682309
9781920682309
Language eng
Field of Research 080610 Information Systems Organisation
HERDC Research category E1 Full written paper - refereed
Copyright notice ©2006 Australian Computer Society
Persistent URL http://hdl.handle.net/10536/DRO/DU:30009747

Document type: Conference Paper
Collections: School of Engineering and Information Technology
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