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Computer Optics, 2020, Volume 44, Issue 1, Pages 67–73
DOI: https://doi.org/10.18287/2412-6179-CO-586
(Mi co763)
 

This article is cited in 13 scientific papers (total in 13 papers)

IMAGE PROCESSING, PATTERN RECOGNITION

An efficient algorithm for non-rigid object registration

A. Yu. Makovetskii, S. M. Voronin, V. I. Kober, A. V. Voronin

Chelyabinsk State University, ul. Bratiev Kashirinykh, 129, 454001, Chelyabinsk, Russia
References:
Abstract: An efficient algorithm for registration of two non-rigid objects based on geometrical transformation of the template object to target object is proposed. The transformation is considered as warping of the template onto the target. To choose the most suitable transformation from all possible warps, a registration algorithm should satisfy deformation constraints referred to as regularization of non-rigid objects. In this work, we use variational functionals for affine transformations. With the help of computer simulation, the proposed method for searching the optimal geometrical transformation is compared with that of common algorithms.
Keywords: iterative closest points, nonrigid ICP, shape registration, affine transformation, orthogonal transformation, point-to-point, point-to-plane, deformable surfaces.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation 2.1743.2017
Russian Foundation for Basic Research 18-07-00963 а
The work was supported by the Ministry of Education and Science of Russian Federation (grant No. 2.1743.2017) and by the RFBR (grant No. 18-07-00963).
Received: 20.06.2019
Accepted: 31.10.2019
Document Type: Article
Language: English
Citation: A. Yu. Makovetskii, S. M. Voronin, V. I. Kober, A. V. Voronin, “An efficient algorithm for non-rigid object registration”, Computer Optics, 44:1 (2020), 67–73
Citation in format AMSBIB
\Bibitem{MakVorKob20}
\by A.~Yu.~Makovetskii, S.~M.~Voronin, V.~I.~Kober, A.~V.~Voronin
\paper An efficient algorithm for non-rigid object registration
\jour Computer Optics
\yr 2020
\vol 44
\issue 1
\pages 67--73
\mathnet{http://mi.mathnet.ru/co763}
\crossref{https://doi.org/10.18287/2412-6179-CO-586}
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  • https://www.mathnet.ru/eng/co763
  • https://www.mathnet.ru/eng/co/v44/i1/p67
  • This publication is cited in the following 13 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Computer Optics
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