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Computer Optics, 2017, Volume 41, Issue 6, Pages 897–904
DOI: https://doi.org/10.18287/2412-6179-2017-41-6-897-904 (Mi co463) 		 
This article is cited in 35 scientific papers (total in 35 papers)

IMAGE PROCESSING, PATTERN RECOGNITION

Reconstruction of anatomical structures using statistical shape modeling

N. A. Smelkinaa, R. N. Kosarevb, A. V. Nikonorovabc, I. M. Bairikovd, K. N. Ryabovd, E. V. Avdeeva, N. L. Kazanskiyca

a Samara National Research University, Samara, Russia
b MedX, Samara, Russia
c Image Processing Systems Institute of the RAS - Branch of the FSRC "Crystallography and Photonics" RAS, Samara, Russia
d Samara State Medical University, Samara, Russia
Full-text PDF (547 kB) Citations (35)
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DOI: https://doi.org/10.18287/2412-6179-2017-41-6-897-904
Abstract: We propose a method of statistical shape modeling applied to reconstructing anatomical structures with deformations. This method is promising for modeling deformed body parts that have a certain normal shape. The method of statistical shape modeling allows one to reconstruct a deformed object using information about the normal shape of the body part and its undeformed fragment, while taking into account peculiar individual features and the variability relative to the average shape.
Keywords: statistical modeling, shape model, poin tset registration.
Funding agency Grant number
Ministry of Education and Science of the Russian Federation МД-2531.2017.9
Russian Foundation for Basic Research 16-47-630721 р_а
16-29-09528 офи_м
17-29-03112 офи_м
This research was supported by the Russian Federation Presidential grant MD-2531.2017.9 and the Russian Federation for Basic Research grants 16-47-630721 r_а, 16-29-09528 ofi_m, and 17-29-03112 ofi_m.
Received: 17.10.2017
Accepted: 25.11.2017
Document Type: Article
Language: Russian
Citation: N. A. Smelkina, R. N. Kosarev, A. V. Nikonorov, I. M. Bairikov, K. N. Ryabov, E. V. Avdeev, N. L. Kazanskiy, “Reconstruction of anatomical structures using statistical shape modeling”, Computer Optics, 41:6 (2017), 897–904
Citation in format AMSBIB
\Bibitem{SmeKosNik17}
\by N.~A.~Smelkina, R.~N.~Kosarev, A.~V.~Nikonorov, I.~M.~Bairikov, K.~N.~Ryabov, E.~V.~Avdeev, N.~L.~Kazanskiy
\paper Reconstruction of anatomical structures using statistical shape modeling
\jour Computer Optics
\yr 2017
\vol 41
\issue 6
\pages 897--904
\mathnet{http://mi.mathnet.ru/co463}
\crossref{https://doi.org/10.18287/2412-6179-2017-41-6-897-904}
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    • This publication is cited in the following 35 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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