Movie analysis based on roles' social network

Chung Yi Weng, Wei Ta Chu, Ja Ling Wu

研究成果: Conference contribution

25 引文 斯高帕斯(Scopus)

摘要

Roles in a movie form a small society and their interrelationship provides clues for movie understanding. Based on this observation, we present a new viewpoint to perform semantic movie analysis. Through checking the co-occurrence of roles in different scenes, we construct a roles' social network to describe their relationships. We introduce the concept of social network analysis to elaborately identify leading roles and the hidden communities. With the results of community identification, we perform storyline detection that facilitates more flexible movie browsing and higher-level movie analysis. The experimental results show that the proposed community identification method is accurate and is robust to errors.

原文English
主出版物標題Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
發行者IEEE Computer Society
頁面1403-1406
頁數4
ISBN(列印)1424410177, 9781424410170
DOIs
出版狀態Published - 2007
事件IEEE International Conference onMultimedia and Expo, ICME 2007 - Beijing, China
持續時間: 2007 七月 22007 七月 5

出版系列

名字Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007

Other

OtherIEEE International Conference onMultimedia and Expo, ICME 2007
國家China
城市Beijing
期間07-07-0207-07-05

All Science Journal Classification (ASJC) codes

  • Computer Graphics and Computer-Aided Design
  • Software

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