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  • 标题:An Effective Slow-Motion Detection Approach for Compressed Soccer Videos
  • 本地全文:下载
  • 作者:Vahid Kiani ; Hamid Reza Pourreza
  • 期刊名称:ISRN Machine Vision
  • 印刷版ISSN:2090-7796
  • 电子版ISSN:2090-780X
  • 出版年度:2012
  • 卷号:2012
  • DOI:10.5402/2012/959508
  • 出版社:Hindawi Publishing Corporation
  • 摘要:Slow-motion replays are content full segments of broadcast soccer videos. In this paper, we propose an efficient method for detection of slow-motion shots produced by high-speed cameras in soccer broadcasts. A rich set of color, motion, and cinematic features are extracted from compressed video by partial decoding of the MPEG-1 bitstream. Then, slow-motion shots are modeled by SVM classifiers for each shot class. A set of six full-match soccer games is used for training and evaluation of the proposed method. Our algorithm presents satisfactory results along with high speed for slow-motion detection in soccer videos.
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