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一种面向用户的体育视频精彩内容提取方法 被引量：2

An Approach to User-Orientated Highlights Extraction from a Sport Video
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摘要 在视频兴奋时间曲线的基础上提出一种面向用户的体育视频精彩内容自适应检测方法.该方法首先从视觉信息和音频信息中提取底层特征,并建立它们与用户兴奋之间的映射关系.再计算整个视频的兴奋时间曲线.之后,根据曲线的极大值和极小值确定每个精彩片断的位置及其长度,提出"精彩片断重要性"的概念度量每个精彩内容的精彩程度,据此对其进行优先级排序.实验证明本文方法能够从用户角度有效检测大部分体育视频的精彩内容. An approach to user-orientated sports highlights extraction is proposed based on video excitement time curve. Firstly, some low-level features are extracted from visual and audio information and mapped into users excitement. Then, the excitement time curve of the whole video is computed. Next, the position and the length of each highlight are determined, and all highlights are ranked on the proposed concept of importance-level of highlights. Finally, all highlights are exhibited in a friendly user-interface. Experimental results show the proposed approach can effectively detect most sport video from users＇ perspective.
作者 卜庆凯 胡爱群
机构地区 东南大学信息科学与工程学院
出处 《模式识别与人工智能》 EI CSCD 北大核心 2008年第6期782-786,共5页 Pattern Recognition and Artificial Intelligence
基金 国家863计划资助项目(No.2006AA01Z268)
关键词 多媒体信息检索(MIR) 视频摘要 情感计算 精彩内容提取 交互式计算 Multimedia Information Retrieval Highlights Extraction, Interactive （ MIR ）, Video Abstraction, Affective Computing, Computing
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献19

  • 1Dian T, Chen Y P P, Pham B. Integrating Highlights for More Complete Sports Video Summarization. IEEE Trans on Multimedia, 2004, 11(4): 22-37
  • 2Truong B T, Venkatesh S. Video Abstraction: A Systematic Review and Classification. ACM Trans on Multimedia Computing, Communication and Applications, 2007, 3 ( 1 ) : 1 - 37
  • 3Otsuka I, Nakane K, Divakaran A, et al. A Highlight Scene Detection and Video Summarization System Using Audio Feature for a Personal Video Recorder. IEEE Trans on Consumer Electronics, 2005, 511(1):112-116
  • 4Babaguchi N, Kawai Y, Ogura T, et al. Personalized Abstraction of Broadcasted American Football Video by Highlight Selection. IEEE Trans on Multimedia, 2004, 6(4): 575-586
  • 5Sang H J, Song M Y, Cho H J. Semantic Classification of Sports News Video Using Color and Motion Features// Proc of the International Conference on Hybrid Information Technology. Cheju Island, Korea, 2006 : 745 - 750
  • 6Cheng C C, Hsu C T. Fusion of Audio and Motion Information on HMM-Based Highlight Extraction for Baseball Games. IEEE Trans on Multimedia, 2006, 8(3): 585-599
  • 7Kolekar M H, Sengupta S. Event-Importance Based Customized and Automatic Cricket Highlight Generation// Proc of the IEEE International Conference on Multimedia and Expo. Toronto, Canada, 2006:1617 - 1620
  • 8Snoek C G M, Worring M. Multimodal Video Indexing: A Review of the State-of-Art. Multimedia Tools and Applications, 2005,25 ( 1 ) : 5 -35
  • 9Zhao Zhao, Jiang Shuqiang, Huang Qingming, et al. Highlight Summarization in Sports Video Based on Replay Detection//Proc of the IEEE International Conference on Multimedia and Expo. Toronto, Canada, 2006 : 1613 - 1616
  • 10Li Baoxin, Errico J H, Pan Hao, et al. Bridging the Semantic Gap in Sports Video Retrieval and Summarization. Journal of Visual Communication and Image Representation, 2004, 15 (3): 393- 424

二级参考文献23

  • 1耿玉亮,须德.视频镜头边界检测的统一策略[J].中国图象图形学报（A辑）,2005,10(5):650-655. 被引量：8
  • 2H J Zhang,A Kankanhalli,S W Smoliar.Automatic partitioning of full-motion video[J].Multimedia Systems,1993,1 (1):10 -28.
  • 3W J Heng,K N Ngan.High accuracy flashlight scene determination for shot boundary detection[J].Signal Processing:Image Communication,2003,18(3):203-219.
  • 4S Treetasanatavorn,J Heuer,et al.Temporal video segmentation using global motion estimation and discrete curve evolution[A].IEEE ICIP-2004[C].Singapore:IEEE Press,2004.385 -388.
  • 5A Amir,M Berg,et al.IBM research TRECVID-2003 video retrieval system[A].TRECVID Workshop[C].USA:Washington D C,2003.
  • 6W S Chau,O C Au,et al.Efficient and reliable scene change detection in MPEG compressed video[A].Visual Communications and Image Processing 2005[C].Beijing,China:SPIE,2005.5960:1542-1549.
  • 7S Youm,W Kim.Dynamic threshold method for scene change detection[A].IEEE ICME-2003[C].Baltimore,Maryland:IEEE Press,2003.337-340.
  • 8K W Sze,K M Lam,G Qiu.Scene cut detection using the colored pattern appearance model[A].IEEE ICIP-2003[C].Barcelona,Spain:IEEE Press,2003.2:i017-1020.
  • 9Y L Geng,D Xu.A solution to illumination variation problem in shot detection[A].IEEE TENCON-2004[C].Chiang Mai,Thailand:IEEE Press,2004.1:81-84.
  • 10K A Peker,A Divakaran.Automatic measurement of intensity of motion activity of video segments[A].SPIE on storage and Retrieval for Media Databases 2001[C].San Jose,CA:SPIE,2001.341-351.

共引文献20

同被引文献27

  • 1张龙飞,曹元大,周艺华,李剑.基于支持向量机元分类器的体育视频分类[J].北京理工大学学报,2006,26(1):41-44. 被引量：11
  • 2刘扬,黄庆明,高文,叶齐祥.自适应高斯混合模型球场检测算法及其在体育视频分析中的应用[J].计算机研究与发展,2006,43(7):1207-1215. 被引量：18
  • 3熊文平,李锦涛,张勇东,刘金刚.一种有效的体育视频目标跟踪算法[J].计算机工程与应用,2006,42(26):201-203. 被引量：4
  • 4Zhou J,Zhang X P. An ICA mixture hidden Markov model for video content analysis[J].IEEE Transactions on Circuits and Systems for Video Technology,2008,(11):1576-1586.
  • 5Papadopoulos G T,Briassouli A,Mezaris V. Statistical motion information extraction and representation for semantic video analysis[J].IEEE Transactions on Circuits and Systems for Video Technology,2009,(10):1513-1528.
  • 6Assfalg J,Bertini M,Del B A. Soccer highlights detection and recognition using HMMs[A].Piscataway:IEEE Computer Society Press,2002.825-828.
  • 7Ding Y,Fan G L. Sports video mining via multichannel segmental hidden Markov models[J].IEEE Transactions on Multimedia,2009,(07):1301-1309.
  • 8Sadlier D A,O'Connor N E. Event detection in field sports video using audio-visual features and a support vector machine[J].IEEE Transactions on Circuits and Systems for Video Technology,2005,(10):1225-1233.doi:10.1109/TCSVT.2005.854237.
  • 9Huang C L,Shih H C,Chao C Y. Semantic analysis of soccer video using dynamic Bayesian network[J].IEEE Transactions on Multimedia,2006,(04):749-760.
  • 10Xu C S,Zhang Y F,Zhu G Y. Using webcast text for semantic event detection in broadcast sports video[J].IEEE Transactions on Multimedia,2008,(07):1342-1355.

引证文献2

二级引证文献3

模式识别与人工智能
2008年 第6期

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