A user experience model for home video summarization

Wei Ting Peng, Wei Jia Huang, Wei Ta Chu, Chien Nan Chou, Wen Yan Chang, Chia Han Chang, Yi Ping Hung

研究成果: Conference contribution

15 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a novel system for automatically summarizing home videos based on a user experience model. The user experience model takes account of user's spontaneous behaviors when viewing videos. Based on users' reaction when viewing videos, we can construct a systematic framework to automate video summarization. In this work, we analyze the variations of viewer's eye movement and facial expression when he or she watching the raw home video. We transform these behaviors into the clues of determining the important part of each video shot. With the aids of music analysis, the developed system automatically generates a music video (MV) style summarized home videos. Experiments show that this new type of editing mechanism can effectively generate home video summaries and can largely reduce the efforts of manual summarization.

原文English
主出版物標題Advances in Multimedia Modeling - 15th International Multimedia Modeling Conference, MMM 2009, Proceedings
頁面484-495
頁數12
DOIs
出版狀態Published - 2009 二月 4
事件15th International Multimedia Modeling Conference, MMM 2009 - Sophia-Antipolis, France
持續時間: 2009 一月 72009 一月 9

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5371 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Conference

Conference15th International Multimedia Modeling Conference, MMM 2009
國家France
城市Sophia-Antipolis
期間09-01-0709-01-09

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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