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 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.
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Keyword(in English) Video / image and video mining / video summary / behavior recognition / full automation
Paper # PRMU2007-219
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Conference Information
Committee PRMU
Conference Date 2008/2/14(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
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