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