Title :
Classification of self-consumable highlights for soccer video summaries
Author :
Tjondronegoro, Dim W. ; Chen, Yi-Ping Phoebe ; Pham, Binh
Author_Institution :
Sch. of Inf. Technol., Deakin Univ., Melbourne, Vic.
Abstract :
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
Keywords :
feature extraction; image classification; image sequences; sport; video signal processing; audio-visual feature detection; near-goal scenes; play-break sequences; self-consumable highlights; shot classification; shot detection; slow-motion replay scenes; soccer summarization; soccer video summaries; sport videos; Australia; Broadcasting; Discrete wavelet transforms; Feature extraction; Gunshot detection systems; Information technology; Layout; Manuals; Motion detection;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394258
