Efficient content-based video retrieval by mining temporal patterns

Ja Hwung Su, Yu Ting Huang, S. Tseng*

*Corresponding author for this work

研究成果: Conference contribution同行評審

4 引文 斯高帕斯(Scopus)

摘要

In recent years, multimedia content processing has become a hot topic with the rapid development of information technology and popularity of World Wide Web. Among the emerging research topics, content-based video retrieval is an attractive and challenging one since query-by-text cannot provide the users with good support in finding the desired videos effectively. In addition, query-by-image also fails in reducing the gap between the image and user's interest. In this paper, we propose an innovative method for achieving effective content-based video retrieval by mining the temporal patterns in the video contents. Based on the temporal patterns, an efficient indexing technique is proposed to reduce the computation cost in searching videos. Experimental results show that our approach delivers excellent performance for content-based video retrieval in terms of efficiency and effectiveness.

原文English
主出版物標題Proceedings of the MDM 2008 Workshop - 9th International Workshop on Multimedia Data Mining, Held in Conjunction with the ACM SIGKDD 2008
頁面36-42
頁數7
DOIs
出版狀態Published - 1 十二月 2008
事件9th International Workshop on Multimedia Data Mining, MDM 2008, Held in Conjunction with the ACM SIGKDD 2008 - Las Vegas, NV, United States
持續時間: 24 八月 200824 八月 2008

出版系列

名字Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Conference

Conference9th International Workshop on Multimedia Data Mining, MDM 2008, Held in Conjunction with the ACM SIGKDD 2008
國家United States
城市Las Vegas, NV
期間24/08/0824/08/08

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