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Speeding-up the Fitting of the Model Defining the Ribs-bounded Contour

Authors :
Bilinskas Mykolas J.
Dzemyda Gintautas
Sabaliauskas Martynas
Source :
Applied Computer Systems, Vol 21, Iss 1, Pp 66-70 (2017)
Publication Year :
2017
Publisher :
Sciendo, 2017.

Abstract

The method for analysing transversal plane images from computer tomography scans is considered in the paper. This method allows not only approximating ribs-bounded contour but also evaluating patient rotation around the vertical axis during a scan. In this method, a mathematical model describing the ribs-bounded contour was created and the problem of approximation has been solved by finding the optimal parameters of the mathematical model using least-squares-type objective function. The local search has been per-formed using local descent by quasi-Newton methods. The benefits of analytical derivatives of the function are disclosed in the paper.

Details

Language :
English
ISSN :
22558691 and 20170009
Volume :
21
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Applied Computer Systems
Publication Type :
Academic Journal
Accession number :
edsdoj.41844f749be43c8a0ef634198f1e1d1
Document Type :
article
Full Text :
https://doi.org/10.1515/acss-2017-0009