A User Experience Model for Home Video Summarization

被引：0
|
作者：
Peng, Wei-Ting [1 ]
Huang, Wei-Jia [2 ]
Chu, Wei-Ta [3 ]
Chou, Chien-Nan [2 ]
Chang, Wen-Yan [2 ]
Chang, Chia-Han [2 ]
Hung, Yi-Ping [1 ,2 ]
机构：
[1] Natl Taiwan Univ, Grad Inst Networking & Multimedia, Taipei 10764, Taiwan
[2] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[3] Natl Chung Cheng Univ, Dept Comp Sci & Informat Engn, Chiayi, Taiwan
来源：
ADVANCES IN MULTIMEDIA MODELING, PROCEEDINGS | 2009年 / 5371卷
关键词：
User experience model; video summarization; facial expression; eye movement; ATTENTION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
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.
引用
收藏
页码：484 / +
页数：3
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