Classification of self-consumable highlights for soccer video summaries
Tjondronegoro, Dian W., Chen, Yi-Ping Phoebe and Pham, Binh 2004, Classification of self-consumable highlights for soccer video summaries, in 2004 International Conference on Multimedia and Expo (ICME) : June 27-30, 2004, Taipei, Taiwan, IEEE Xplore, Piscataway, N.J., pp. 579-582.
An effective scheme for soccer summarization is significant to improve the usage of this massively growing video data. The paper presents an extension to our recent work which proposed a framework to integrate highlights into play-breaks to construct more complete soccer summaries. The current focus is to demonstrate the benefits of detecting some specific audio-visual features during play-break sequences in order to classify highlights contained within them. The main purpose is to generate summaries which are self-consumable individually. To support this framework, the algorithms for shot classification and detection of near-goal and slow-motion replay scenes is described. The results of our experiment using 5 soccer videos (20 minutes each) show the performance and reliability of our framework.
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