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基于关键帧序列的视频片段检索 被引量：2

Video clip retrieval based on keyframe sequence
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摘要 提出了一种基于关键帧融合的视频片段检索方法。使用特征联合分布直方图将视频分割为子镜头,子镜头用关键帧表示。检索时,对范例视频片段的每个关键帧检索到相似的关键帧,所有的相似关键帧按照时间连续性融合为视频片段。提出一种快速的视频片段相似度计算模型。实验表明,本文的方法快速有效。 A keyframe merging-based video clip retrieval method was presented. Videos were segmented to sub-shots by features joint distribution histogram and the sub-shots were represented by keyframes.Finding the similar keyframes to any keyframes of an example video clip when retrieving,and all the similar keyframes were merged into clips.An efficient similarity model of video clips was put forward. The experimental results show that the proposed method is efficient.
作者 施智平 李清勇 史俊 史忠植
机构地区 中国科学院计算技术研究所
出处 《计算机应用》 CSCD 北大核心 2005年第8期1783-1785,1788,共4页 journal of Computer Applications
基金 国家自然科学基金资助项目(60435010 90104021) 中国科学院重大方向性项目(20200120024010)
关键词 视频片段检索 关键帧序列 联合分布直方图 相似度计算 <Keyword>video clip retrieval keyframe sequence joint distribution histogram similarity measure
分类号 TP391 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献9

  • 1林通,张宏江,封举富,石青云.镜头内容分析及其在视频检索中的应用[J].软件学报,2002,13(8):1577-1585. 被引量：41
  • 2赵黎,杨士强,祁卫,李子青,张宏江.利用改进NFL算法对镜头进行基于内容的检索[J].软件学报,2002,13(4):586-590. 被引量：12
  • 3NGO CW, PONG TC, ZHANG HJ. On clustering and retrieval of video shots through temporal slices analysis[ J]. IEEE Transactions on Multimedia, 2002,4(4) :446 -459.
  • 4ZHANG HJ, KANKANHALLI A, SMOLIAR S. Automatic partitioning of video[J]. Multimedia System, 1993,1(1): 10 -28.
  • 5彭宇新,Ngo Chong-Wah,董庆杰,郭宗明,肖建国.一种通过视频片段进行视频检索的方法[J].软件学报,2003,14(8):1409-1417. 被引量：25
  • 6SHAN MK, LEE SY. Content-based video retrieval based on similarity of frame sequence[ A]. Proceedings of International Workshop on Multi-Media Database Management Systems[ C]. Dayton, OH, USA,1998.90 - 97.
  • 7CHEN LP, CHUA TS. A match and tiling approach to content-based video retrieval[ A]. Proceedings of IEEE International Conference on Multimedia and Expo( ICME 2001 ) [ C]. 2001. 417 - 420.
  • 8LIU XM, ZHUANG YT, PAN YH. A new approach to retrieve video by example video clip[ A]. Proceedings of ACM Multimedia[ C].1999.41 -44.
  • 9施智平,胡宏,李清勇,史忠植,段禅伦.一种快速有效的图像纹理谱描述子[J].计算机辅助设计与图形学学报,2004,16(12):1703-1707. 被引量：13

二级参考文献32

  • 1[1]Rui, Y., Huang, T.S. A uniform framework for video browsing and retrieval. In: Bovik, A., ed. The Image and Video Processing Handbook. Academic Press, 2000. 705～715.
  • 2[2]Ngo, C.W., Pong, T.C., Zhang, H.J., et al. Motion-Based video representation for scene change detection. In: Proceedings of the ICPR 2000. Barcelona, Spain, 2000.
  • 3[3]Irani, M., Anandan, P. Video indexing based on mosaic representations. Proceedings of the IEEE, 1998,86:905～921.
  • 4[4]Zhao, L., Qi, W., Li, S.Z., et al. Key-Frame extraction and shot retrieval using nearest feature line (NFL). In: Proceedings of the International Workshop on Multimedia Information Retrieval, in Conjunction with ACM Multimedia Conference 2000. Los Angeles, USA, 2000.
  • 5[5]Hanjalic, A., Lagendijk, R.L., Biemond, J. Automated high-level movie segmentation for advanced video-retrieval systems. IEEE Transactions on Circuits and Systems for Video Technology, 1999,9(4):580～588.
  • 6[6]Corridoni, J.M., Bimbo, A.D. Structured representation and automatic indexing of movie information content. Pattern Recognition, 1998,31(12):2027～2045.
  • 7[7]Rui, Y., Huang, T.S., Mehrotra, S. Exploring video structure beyond the shots. In: Proceedings of the IEEE Conference on Multimedia Computing and Systems. 1998. 237～240.
  • 8[8]Kender, J.R., Yeo, B.L. Video scene segmentation via continuous video coherence. In: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition. 1998. 367～373.
  • 9[9]Ferman, A.M., Krishnamachari, S., Tekalp, A.M., et al. Group-of-Frames/pictures color histogram descriptors for multimedia applications. In: Proceedings of the ICIP 2000. 2000.
  • 10[10]Lin, T., Zhang, H.J. Automatic video scene extraction by shot grouping. In: Proceedings of the ICPR 2000. Barcelona, Spain, 2000.

共引文献76

同被引文献11

  • 1王彦棡,马驷良.基于关键帧提取的视频分割方法[J].吉林大学学报（理学版）,2004,42(4):570-571. 被引量：3
  • 2王华伟,施智平,史忠植,胡宏.一种基于子镜头聚类的情节代表帧选取方法[J].计算机工程与应用,2005,41(27):157-159. 被引量：2
  • 3Sen-ching Cheung,Avideh Zakhor.Fast similarity search and clustering of video sequences on the world-wide-web[J].Multimedia,IEEE Transactions on,2005,7(3):524-537.
  • 4Ngo C W,Pong T C,Zhang H J.Motion-based video representation for scene change detection[J].International Journal of Computer Vision,2002,50(2):127-143.
  • 5BENNETT KP,DEMIRIZ A.Semi-supervised support vector machines[C]// Proceedings of neural information processing systems.Cambridge:MIT Press,1999:368-374.
  • 6SCHOLKOPF B,SMOLA A,MULLER K R.Kernel principal component analysis[C]// Proceedings of International Conference on Artificial Neural Networks Lecture Notes in Computer Science.Berlin:Springer-Verlag,1997:583-588.
  • 7ASA B-H,HORN D,SIEGELMANN HT,et al.Support vector clustering[J].Journal of Machine Learning Research,2001(2):125-137.
  • 8ROBERTS S J.Non-parametric unsupervised cluster analysis[J].Pattern Recognition,1997,30(2):261-272.
  • 9RUI Y,HUANG T S,MEHROTRA S.Exploring video structure beyond the shots[C]// Proceedings of IEEE International Conference on Multimedia Computing and Systems.[S,l.]:IEEE Press,1998:237-240.
  • 10庄越挺,刘小明,吴翌,潘云鹤.通过例子视频进行视频检索的新方法[J].计算机学报,2000,23(3):300-305. 被引量：20

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计算机应用
2005年 第8期

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