| Presentation | 2005-02-24 Automatical Extraction of Object-tracks from Videos using LSH-Link Clusterling Algorithm Hiroaki KUSABA, Hisashi KOGA, Toshinori WATANABE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a non-parametric simple algorithm to extract objects from the spatio-temporal region. Our algorithm regards a pixel in movies as a 6-dimensional data containing color, space and time information and extract objects by classifying them with LSH-Link which approximates the famous Single-Link algorithm. Then, combinatorial objects are discovered by gathering the objects which have similar locuses. We verify that our algorithm works well for artificial experimental images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Video analysis / Spatio-temporal region / LSH-Link / LSH |
| Paper # | NLC2004-103,PRMU2004-185 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2005/2/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatical Extraction of Object-tracks from Videos using LSH-Link Clusterling Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Video analysis |
| Keyword(2) | Spatio-temporal region |
| Keyword(3) | LSH-Link |
| Keyword(4) | LSH |
| 1st Author's Name | Hiroaki KUSABA |
| 1st Author's Affiliation | Graduate School of Information Systems University of Electro-Comunications() |
| 2nd Author's Name | Hisashi KOGA |
| 2nd Author's Affiliation | Graduate School of Information Systems University of Electro-Comunications |
| 3rd Author's Name | Toshinori WATANABE |
| 3rd Author's Affiliation | Graduate School of Information Systems University of Electro-Comunications |
| Date | 2005-02-24 |
| Paper # | NLC2004-103,PRMU2004-185 |
| Volume (vol) | vol.104 |
| Number (no) | 667 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |