NDLI: User-adaptive home video summarization using personal photo libraries

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User-adaptive home video summarization using personal photo libraries

Content Provider	ACM Digital Library
Author	Sugimoto, Masanori Takeuchi, Yuichiro
Abstract	In this paper, we propose a user-adaptive video summarization system which accounts for individual preferences by analyzing contents of the user's personal photo library. Nowadays, it is common practice for people to keep thousands of photos in their PCs, taken with their digital cameras. Due to the similarities in characteristics between video and still photos, we assume that these libraries can be used to infer each user's preferences on video summarization. The system uses image classification techniques to determine which sections of the movie are "important" to the user, and performs summarization by cutting off sections regarded as unimportant, while taking care not to overly disrupt the continuity of the video. We have implemented a prototype of the system, and conducted a series of evaluation tests to assess its effectiveness. The results show that our overall approach has the potential to serve as a powerful automatic/semi-automatic video summarization solution.
Starting Page	472
Ending Page	479
Page Count	8
File Format	PDF
ISBN	9781595937339
DOI	10.1145/1282280.1282349
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2007-07-09
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Personal photo library Video summarization Image classification
Content Type	Text
Resource Type	Article

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