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PARALLEL ITERATIVE RECONSTRUCTION OF PHANTOM CATPHAN ON EXPERIMENTAL DATA

Abstract

The principles of fast parallel iterative algorithms based on the use of graphics accelerators and OpenGL library are considered in the paper. The proposed approach provides simultaneous minimization of the residuals of the desired solution and total variation of the reconstructed three- dimensional image. The number of necessary input data, i. e. conical X-ray projections, can be reduced several times. It means in a corresponding number of times the possibility to reduce radiation exposure to the patient. At the same time maintain the necessary contrast and spatial resolution of threedimensional image of the patient. Heuristic iterative algorithm can be used as an alternative to the well-known three-dimensional Feldkamp algorithm.

About the Author

M. A. Mirzavand
Белорусский национальный технический университет
Belarus


References

1. Zolotarev, S.A. 3D Iterative Conical and Spiral Tomography, Laminography, Tomographic Mammography and Tomosynthesis using OpenGL / S.A. Zolotarev, V.L. Vengrinovich, M.A. Mirzavand // NDT Days 2015. Annual Conf. of the Bulgarian Society for NDT, Workshop on AdvancedTechniques in Non Destructive Testing Part II. New devices for NDT and procedures for its application. – Sozopol, Bulgaria, 2015.

2. Lange, K. Globally Convergent Algorithms for Maximum a Posteriori Transmission Tomography / K. Lange, J.A. Fessler // IEEE Trans. on Image Processing. – 1995. – Vol. 8, № 10. – P. 1430–1438.

3. Andersen, A.H. Algebraic reconstruction in CT from limited views / A.H. Andersen // IEEE Trans. Medical Imaging. – 1989. – Vol. 8. – P. 50–55.

4. Венгринович, В.Л. Итерационные методы томографии / В.Л. Венгринович, С.А. Золотарев. – Минск : Беларуская навука, 2009. – 227 с.

5. Fast shadows and lighting effects using texture mapping / M. Segal [et al.] // Proc. of the 19th Annual Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH’92). – N.Y., 1992. – Vol. 26. – P. 249–252.

6. Jia, R.Q. A fast algorithm for the total variation model of image denoising / R.Q. Jia, H.Q. Zhao // Adv. Comput. Math. – 2010. – Vol. 33.– P. 231–241.


Review

For citations:


Mirzavand M.A. PARALLEL ITERATIVE RECONSTRUCTION OF PHANTOM CATPHAN ON EXPERIMENTAL DATA. Informatics. 2016;(1):58-63. (In Russ.)

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ISSN 1816-0301 (Print)
ISSN 2617-6963 (Online)