Presentation 2006-02-24
Realtime Motion Recognition by using CHLAC feature and Grid Computing
Takayoshi SHIRAKI, Katsuhiko ISHIGURO, Ryo FUKANO, Yoshikazu KAMOSHIDA, Tatsuya SHIRAI, Hideo SAITO, Kenjiro TAURA, Mihoko OTAKE, Tomomasa SATO, Nobuyuki OTSU,
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Abstract(in English) Cubic Higher-order Local AutoCorrelation (CHLAC) features are known for its good ability to recognize motions in spite of its relatively small computational cost. However, increase of the number of features prevents realtime processing. We studied on construction of a realtime motion recognition system with one camera using CHLAC features. To overcome this problem, we invented a system which combined a traditional CHLAC method and parallelizing techniques developed for grid computers. The system was applied to quick, whole-body fighting motions and successfully recognized them in realtime.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) motion recognition / Cubic Higher-order Local AutoCorrelation / feature extraction / grid computing / parrallel and distribured procedure
Paper # TL2005-83,PRMU2005-218
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Conference Information
Committee PRMU
Conference Date 2006/2/17(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) Realtime Motion Recognition by using CHLAC feature and Grid Computing
Sub Title (in English)
Keyword(1) motion recognition
Keyword(2) Cubic Higher-order Local AutoCorrelation
Keyword(3) feature extraction
Keyword(4) grid computing
Keyword(5) parrallel and distribured procedure
1st Author's Name Takayoshi SHIRAKI
1st Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo()
2nd Author's Name Katsuhiko ISHIGURO
2nd Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
3rd Author's Name Ryo FUKANO
3rd Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
4th Author's Name Yoshikazu KAMOSHIDA
4th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
5th Author's Name Tatsuya SHIRAI
5th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
6th Author's Name Hideo SAITO
6th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
7th Author's Name Kenjiro TAURA
7th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
8th Author's Name Mihoko OTAKE
8th Author's Affiliation Division of Project Coordination, University of Tokyo
9th Author's Name Tomomasa SATO
9th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo
10th Author's Name Nobuyuki OTSU
10th Author's Affiliation Graduate School of Infomation Science and Technology, University of Tokyo:National Institute of Advanced Industrial Science and Technology
Date 2006-02-24
Paper # TL2005-83,PRMU2005-218
Volume (vol) vol.105
Number (no) 615
Page pp.pp.-
#Pages 6
Date of Issue