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Automatic Summarization of Basketball Video Using the Score Information  

Jung, Cheol-Kon (성균관대학교 정보통신공학부)
Kim, Eui-Jin (한양대학교 전자통신컴퓨터공학부)
Lee, Gwang-Gook (한양대학교 전자통신컴퓨터공학부)
Kim, Whoi-Yul (한양대학교 전자통신컴퓨터공학부)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.32, no.9C, 2007 , pp. 881-887 More about this Journal
Abstract
In this paper, we proposed a method for content based automatic summarization of basketball game videos. For meaningful summary, we used the score information in basketball videos. And the score information is obtained by recognizing the digits on the score caption and analyzing the variation of the score. Generally, important events of basketball are the 3-point shot, one-sided runs, the lead changes, and so on. We have detected these events using score information and made summaries and highlights of basketball video games.
Keywords
Automatic Video Summarization; Shot Classification; Digit Recognition;
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1 V. Kobla, D. DeMenthon, D. Doermann, 'Identifying Sports Videos Using Replay, Text, and Camera Motion Features,' SPIE Conf. on Storage and Retrieval for Media Databases, pp. 332-343, Jan. 2000
2 H. Lu, Y. Ta, 'Sports Video Analysis and Structuring,' IEEE Workshop on Multimedia Signal Processing, pp. 45-50, 2001
3 M. Sugano, Y. Nakajima, H. Yanagihara, 'Automated MPEG audio-video Summarization and Description,' IEEE Conf. on Image Processing, Vol. 1, pp. 956-959, 2002
4 김종렬, 김성섭, 문영식, '뉴스 비디오 자막 추출 및 인식 기법에 관한 연구,' 대한전자공학회 논문지, Vol. 40, pp. 10-19, 2003
5 W. Zhou, A. Vellaikal, C.J. Kuo, 'Rule-based Video Classification System for Basketball Video Indexing,' ACM Multimedia, pp. 213-216, 2000
6 J. Bescos, j.M. Menedez, G. Cisneros, J. Cabrera, J.M. Martinez, 'A Unified Approach to Gradual Shot Transition Detection,' International Conf. on Image Processing, Vol. 3, pp. 949-952, 2000
7 D. Zhang, D. Ellis, 'Detecting Sound Events in Basketball Video Archieve,' Technical Report, Columbia University, 2001
8 H. Pan, P. Beek, M.I. Sezan, 'Detection of Slow-Motion Replay Segments in Sports Video for Highlights Generation,' IEEE Conf. on Acoustics, Speech, Signal Processing, Vol. 3, pp. 1649-1652, 2001
9 Y. Rui, A. Gupta, A. Acero, 'Automatically Extracting Highlights for TV Baseball Programs,' ACM multimedia, pp. 105-115, 2000
10 G. Xu, Y. Ma, H. Zhang, S. Yang, 'Motion Based Event Recognition Using HMM,' International Conf. on Pattern Recognition, Vol. 2. pp. 831-834, 2002
11 C. Wolf, J.M. Jolion, F. Chassaing, 'Text Localization, Enhancement and Binarization in Multimedia Document,' International Conf. on Pattern Recognition, Vol. 2, pp. 11-15, 2002
12 A. Ekin, A.M. Tekalp, 'Shot Type Classification by Dominant Color for Sports Video Segmentation and Summarization,' IEEE Conf. on Acoustics, Speech, Signal Processing, Vol. 3, pp. 173-176, 2003
13 유기원, 허영식, '자막정보를 이용한 야구 경기 비디오의 자동요약 시스템,' , Vol. 7, pp. 107-113, 2002
14 Y. Yusoff, W. Christmas, J. Kittler, 'Video Shot Cut Detection Using Adaptive Thresholding,' British Machine Vision Conf., pp. 362-372, 2000