Presentation | 2008-02-21 AMOR: Automatic Moving Object Recognizer from Video Kentarou TOKUTOMI, Toshinori WATANABE, Hisashi KOGA, Takanori YOKOYAMA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | A new video analysis system AMOR that learns and recognizes moving object in a video is proposed. AMOR is composed of two functions: the atomic behavior label sequence generator and the sub-sequence, i.e., compound behavior extractor. To cope with unknown, various, and noisy input, the former is realized by a learning multi-resolution voter and the latter by a multi-layered label sequence analyzer with inter-layer sub-sequence alignment. Through applications to human video, containing behaviors of different coarseness, fully automatic labeling, hierarchical sub-sequence extraction, could be demonstrated. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Video / image and video mining / video summary / behavior recognition / full automation |
Paper # | PRMU2007-219 |
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Committee | PRMU |
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Conference Date | 2008/2/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | AMOR: Automatic Moving Object Recognizer from Video |
Sub Title (in English) | |
Keyword(1) | Video |
Keyword(2) | image and video mining |
Keyword(3) | video summary |
Keyword(4) | behavior recognition |
Keyword(5) | full automation |
1st Author's Name | Kentarou TOKUTOMI |
1st Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications() |
2nd Author's Name | Toshinori WATANABE |
2nd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
3rd Author's Name | Hisashi KOGA |
3rd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
4th Author's Name | Takanori YOKOYAMA |
4th Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
Date | 2008-02-21 |
Paper # | PRMU2007-219 |
Volume (vol) | vol.107 |
Number (no) | 491 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |