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Sports Video Summarization using Highlights and Play-Breaks

Tjondronegoro, Dian W., Chen, Yi-Ping Phoebe, & Pham, Binh L. (2003) Sports Video Summarization using Highlights and Play-Breaks. In The 5th International ACM Multimedia Information Retrieval Workshop 2003, November 2003, Berkeley, USA.

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Abstract

To manage the massive growth of sport videos, we need to summarize the contents into a more compact and interesting representation. Unlike previous work which summarized either highlights or play scenes, we propose a unified summarization scheme which integrates both highlights and play-break scenes. For automation of the process, combination of audio and visual features provides more accurate detection. We will present fast detection algorithms of whistle and excitement to take advantage of the fact that audio features are computationally cheaper than visual features. However, due to the amount of noises in sport audio, fast text-display detection will be used for verification of the detected highlights. The performance of these algorithms has been tested against one hour of soccer and swimming videos.

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429 since deposited on 11 Oct 2005
71 in the past twelve months

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ID Code: 1040
Item Type: Conference Paper
Additional URLs:
Keywords: Video Summaries, Content Analysis, Sports video Retrieval
DOI: 10.1145/973264.973296
ISBN: 1581137788
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Image Processing (080106)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > COMPUTER SOFTWARE (080300) > Multimedia Programming (080305)
Divisions: Past > QUT Faculties & Divisions > Faculty of Science and Technology
Copyright Owner: Copyright 2003 ACM Press
Deposited On: 11 Oct 2005
Last Modified: 29 Feb 2012 22:59

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