Automatic summarization of travel photos using near-duplication detection and feature filtering

Wei Ta Chu, Chia Hung Lin

研究成果: Conference contribution

10 引文 斯高帕斯(Scopus)

摘要

We try to address part of the challenge proposed by CeWe. A photo summarization method is developed to select representative photos. Based on the observation that the most important objects/views are often captured several times, we exploit near-duplicate detection techniques to represent a sequence of photo as a graph, and then the graph structure is analyzed to facilitate importance ranking. We focus on summarizing hundreds of photos taken in journeys lasting for one or two weeks. The qualitative and quantitative measurement results demonstrate the effectiveness of the proposed method.

原文English
主出版物標題MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums
頁面1129-1130
頁數2
DOIs
出版狀態Published - 2009
事件17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums - Beijing, China
持續時間: 2009 十月 192009 十月 24

出版系列

名字MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums

Conference

Conference17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums
國家/地區China
城市Beijing
期間09-10-1909-10-24

All Science Journal Classification (ASJC) codes

  • 計算機理論與數學
  • 電腦科學應用
  • 電腦視覺和模式識別
  • 軟體

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