| Presentation | 2004/2/13 Browsing and Similarity Search of Videos Based on Cluster Analysis Yousuke WADA, Seiji HOTTA, Sueharu MIYAHARA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a browsing and similarity search method of videos based on cluster analysis. First, videos are segmented into shots by the fuzzy clustering of graph spectral methods. Second, the videos are represented as the sequence of symbols by grouping of the shots. According to this representation, the directed graph of the videos is formed based on the relationship between these symbols. Initial and terminal shots are extracted from the directed graph by the fuzzy cluster extraction. They are browsed from the initial shots to the terminal one sequentially. The shots selected by users are utilized as a query video on similarity search. Performance of the proposed method is examined using the video dataset of NASA. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | video / graph spectral method / clustering / browsing / similarity search |
| Paper # | TL2003-62,PRMU2003-248 |
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| Conference Information | |
| Committee | TL |
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| Conference Date | 2004/2/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Thought and Language (TL) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Browsing and Similarity Search of Videos Based on Cluster Analysis |
| Sub Title (in English) | |
| Keyword(1) | video |
| Keyword(2) | graph spectral method |
| Keyword(3) | clustering |
| Keyword(4) | browsing |
| Keyword(5) | similarity search |
| 1st Author's Name | Yousuke WADA |
| 1st Author's Affiliation | Department of Computer and Information Sciences, Nagasaki University() |
| 2nd Author's Name | Seiji HOTTA |
| 2nd Author's Affiliation | Department of Computer and Information Sciences, Nagasaki University |
| 3rd Author's Name | Sueharu MIYAHARA |
| 3rd Author's Affiliation | Department of Computer and Information Sciences, Nagasaki University |
| Date | 2004/2/13 |
| Paper # | TL2003-62,PRMU2003-248 |
| Volume (vol) | vol.103 |
| Number (no) | 657 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |