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Computer Optics, 2017, Volume 41, Issue 6, Pages 897–904 (Mi co463)  

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

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 -2531.2017.9
Russian Foundation for Basic Research 16-47-630721 _
16-29-09528 _
17-29-03112 _
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_, 16-29-09528 ofi_m, and 17-29-03112 ofi_m.


DOI: https://doi.org/10.18287/2412-6179-2017-41-6-897-904

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Full text: http://www.computeroptics.smr.ru/.../410615.html
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Received: 17.10.2017
Accepted:25.11.2017

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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