Automatic social network construction from movies using film-editing cues

Mei Chen Yeh*, Ming Chi Tseng, Wen Po Wu

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

6 引文 斯高帕斯(Scopus)

摘要

In this paper, we investigate the problem of automatically constructing characters' social network from movies. Unlike existing approaches that use co-appearance information to measure the relationship between two characters, we argue that a method that describes the characters' interaction, rather than the co-appearance, makes more sense. We propose a new scheme that quantifies the interaction of characters by the use of film-editing cues, based on which we construct the characters' social network. Experiments on real-world data validate the effectiveness of the proposed method. In addition, we show an application of discovering characters' social clusters enabled by the automatically constructed social network.

原文英語
主出版物標題Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012
頁面242-247
頁數6
DOIs
出版狀態已發佈 - 2012
事件2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012 - Melbourne, VIC, 澳大利亚
持續時間: 2012 七月 92012 七月 13

出版系列

名字Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012

其他

其他2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012
國家/地區澳大利亚
城市Melbourne, VIC
期間2012/07/092012/07/13

ASJC Scopus subject areas

  • 電腦繪圖與電腦輔助設計
  • 電腦視覺和模式識別
  • 人機介面

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