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Automatic generation of music slide show using personal photos

  • Zhejiang University
  • Yale University
  • The University of Hong Kong

科研成果: 书/报告/会议事项章节会议稿件同行评审

13 引用 (Scopus)

摘要

We present an algorithmic system capable of automatically generating a music slide show given a piece of music with lyrics. Different from previous approaches, our method generates slide shows using personal photos which are without annotation. We introduce a novel algorithm to infer the relevance of personal photos to the lyrics, based on which personal photos are optimally selected to match the music. The proposed system first detects the keyframes of the input music. For each music keyframe, it optimally selects an image from the personal photo collection via our image content analysis procedure. Once the keyframe images have been selected, the in-between frames are then generated via an image morphing process. Experiment results have shown that our method can successfully generate music slide shows which follow the rhythms of the music and at the same time match the lyrics.

源语言英语
主期刊名Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008
214-219
页数6
DOI
出版状态已出版 - 2008
已对外发布
活动10th IEEE International Symposium on Multimedia, ISM 2008 - Berkeley, CA, 美国
期限: 15 12月 200817 12月 2008

丛书

姓名Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008

会议

会议10th IEEE International Symposium on Multimedia, ISM 2008
国家/地区美国
Berkeley, CA
时期15/12/0817/12/08

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