Presentation 2013-06-11
Motion Recognition by Time-space Continuous Dynamic Programming Using a Sequence Model of Object Independent Pixels
Yuki NITSUMA, Syunpei TORII, Yuichi YAGUCHI, Ryuichi OKA,
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Abstract(in English) In the matching method called time-space continuous dynamic programming (TSCDP) for recognizing motions, a reference pattern is made of a sequence of pixels. The value of pixel is determined depending to moving objects before applying TSCDP to an input video. This gives us a limitation of TSCDP application. This paper proposes to make reference patterns without consideration of pixels depending moving objects. Thus the application range of TSCDP becomes large. Moreover TSCDP is applied to a video captured by a moving camera for extracting scene features from moving and static objects. The paper shows experimental results using the proposed method.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) motion recognition / DP / time-space pattern / matching / segmentation / scene feature
Paper # PRMU2013-30
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Committee PRMU
Conference Date 2013/6/3(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) Motion Recognition by Time-space Continuous Dynamic Programming Using a Sequence Model of Object Independent Pixels
Sub Title (in English)
Keyword(1) motion recognition
Keyword(2) DP
Keyword(3) time-space pattern
Keyword(4) matching
Keyword(5) segmentation
Keyword(6) scene feature
1st Author's Name Yuki NITSUMA
1st Author's Affiliation University of Aizu()
2nd Author's Name Syunpei TORII
2nd Author's Affiliation University of Aizu
3rd Author's Name Yuichi YAGUCHI
3rd Author's Affiliation University of Aizu
4th Author's Name Ryuichi OKA
4th Author's Affiliation University of Aizu
Date 2013-06-11
Paper # PRMU2013-30
Volume (vol) vol.113
Number (no) 75
Page pp.pp.-
#Pages 6
Date of Issue