Speeding-up the Fitting of the Model Defining the Ribs-bounded Contour
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Jun 13, 2017
About this article
Published Online: Jun 13, 2017
Page range: 66 - 70
DOI: https://doi.org/10.1515/acss-2017-0009
Keywords
© Riga Technical University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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.