Presentation 2010-09-03
Volumetric Motion Segmentation using Fractional Order Variational Method
K. KASHU, Y. KAMEDA, Y. MOCHIZUKI, T. SAKAI, A. IMIYA,
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Abstract(in English) We introduce variational optical flow computation involving the prior with the fractional order differentiations. The fractional order differentiation is a typical tool in signal processing and image analysis. The zero crossing of a fractional order Laplacian yields a good performance for edge detection. As a sequel of edge detection with the fractional order differentiations, we deal with variational optical flow computation involving the fractional order differentiations on optical flow vectors. The method allows us to detect discontinuity of optical flow using linear operations.
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Keyword(in English) optical flow / fractional derivatives / Riesz potential / model fitting / motion classification
Paper # MI2010-60
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Committee MI
Conference Date 2010/8/27(1days)
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Registration To Medical Imaging (MI)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Volumetric Motion Segmentation using Fractional Order Variational Method
Sub Title (in English)
Keyword(1) optical flow
Keyword(2) fractional derivatives
Keyword(3) Riesz potential
Keyword(4) model fitting
Keyword(5) motion classification
1st Author's Name K. KASHU
1st Author's Affiliation School of Science and Technology, Chiba University()
2nd Author's Name Y. KAMEDA
2nd Author's Affiliation School of Science and Technology, Chiba University
3rd Author's Name Y. MOCHIZUKI
3rd Author's Affiliation School of Science and Technology, Chiba University
4th Author's Name T. SAKAI
4th Author's Affiliation Institute of Media and Information Technology, Chiba University
5th Author's Name A. IMIYA
5th Author's Affiliation Institute of Media and Information Technology, Chiba University
Date 2010-09-03
Paper # MI2010-60
Volume (vol) vol.110
Number (no) 195
Page pp.pp.-
#Pages 6
Date of Issue