• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

A MultiModality Fusion News Video Story Segmentation Algorithm

Expand
  • (School of Electronics Technology,Information Engineering University,Zhengzhou 450004,China)

Received date: 2010-11-28

  Revised date: 2011-02-25

  Online published: 2011-06-25

Abstract

News story segmentation is an important underlying technology for news video retrieval. This paper presents a method for news video story segmentation, which fuses multimodal features including moderator template matching and topic caption frame detection. News video is segmented firstly based on moderator template matching. And then this news video is segmented based on topic caption frame detection.Finally,the method fuses two segmentation results and removes the repeated segmentation.It is shown by experiments that the algorithm can get better results.

Cite this article

WANG Guoying,KOU Hongzhao,LI Tao . A MultiModality Fusion News Video Story Segmentation Algorithm[J]. Computer Engineering & Science, 2011 , 33(6) : 46 -50 . DOI: 10.3969/j.issn.1007130X.2011.

References

[1]章毓晋.基于内容的视觉信息检索[M].北京:科学技术出版社,2003.
[2]刘文萍,李也白,张常年.视频镜头边缘检测技术[J].计算机工程与应用,2006,42(21):1720.
[3]冀中,张春田,苏育挺.新闻视频故事单元分割技术综述[J].中国图象图形学报,2007,12(11):19521960.
[4]Janvier B,Bruno E,MarchandMaillet S,et al. Performance Evaluation of a Contextual News Story Segmentation Algorithm[C]∥Proc of Int’l Conf on Multimedia Content Analysis,Management,and Retrieval,2006:60730X1-60730X10.
[5]徐新文,李国辉,甘亚莉.基于播音员识别的新闻视频故事分割方法[J].计算机工程与应用,2008,44(19):47.
[6]Chaisorn L,Chua T S,Lee C H. The Segmentation of News Video into Story Units[C]∥Proc of Int’l Conf on Multimedia and Expo,2002:7376.
[7]De Santo M,Percannella G,Sansone C,et al. Unsupervised News Video Segmentation by Combined AudioVideo Analysis[C]∥Proc of the SSPR&SPR’06, 2006:273281.
[8]Zhai Y,Yilmaz A,Shah M. Story Segmentation in News Videos Using Visual and Text Cues[C]∥Proc of CIVR’05,2005:92102.
[9]Wang Ce,Wang Yun,Liu Huayong. Automatic Story Segmentation of News Video Based on AudioVisual Features and Text Information[C]∥Proc of the Second Int’l Conf on Machine Learning and Cybernetics,2003:25.
[10]冀中,苏育挺,宋星光,等.基于上下文信息的新闻故事单元分割[J].天津大学学报,2009,42(2):153158.
[11]杨武夷,曾智.基于人脸检测与SIFT的播音员镜头检测[J].软件学报,2009,20(9):24172425.
[12]刘扬,郑逢斌,樊卞玲.基于文本及视音频多模态信息的新闻分割[J].计算机工程与应用,2007,43(35):190194.

Outlines

/