Nikiforov
Vladimir O.
D.Sc., Prof.
doi: 10.17586/2226-1494-2019-19-4-614-621
DEVELOPMENT AND RESEARCH OF COMPUTED TOMOGRAPHY METHODS
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Abstract
Subject of Research. The paper presents the study of existing methods for automated control of printed circuit boards. Several alternative ways are proposed; namely, three approaches are considered for object form and internal structure reconstruction. Method. Twenty-two X-rays of a metal screw taken in 7° increments were chosen for the object of study at the development stage, as well as one-dimensional and two-dimensional data sets. All reconstruction methods of object three-dimensional form and structure are based on object display. The obtained digital images are processed by computed tomography techniques. Their key point is the application of specially developed algorithms for reconstruction of an object internal structure using projection data — object digital images. The first method is based on Radon transforms implemented by special libraries (MATLAB environment). The second method of an object form and structure development consists in mathematical processing of digital image pixel data in the MATLAB environment. The third method, in a similar way to the second, is based on the image pixel processing method implemented in the C programming language program. Main Results. Comparative study of all three methods is carried out. An unprocessed reconstruction of "screw" object slices with data array of 400 × 400 pixels is obtained. It is shown that the most versatile and open method for further development is the method that involves searching of X-ray pixel data by special program on C programming language. Practical Relevance. The results of the work can be useful for professionals involved in non-destructive X-ray inspection methods and specifically for circuit-board fabrication.
References
-
Aref'eva M.V., Sysoev A.F.Fast regularizing digital image recovery algorithms. Numerical Methods and Programming, 1983, no. 39.
-
Sizikov V.S. Direct and Inverse Problems of Image Restoration, Spectroscopy and Tomography with MatLab. St. Petersburg, Lan’ Publ., 2017, 412 p. (in Russian)
-
Gruzman I.S. Mathematical problems of computer-aided tomography. Soros Educational Journal, 2001, vol. 7, no. 5, pp. 117–121. (in Russian)
-
X-ray Inspection System Nordson DAGE XD7600NT Ruby.Available at: http://www.a3.spb.ru/services/single/28826 (accessed: 12.06.2019).
-
Deans S.R. The Radon Transform and Some of Its Applications. New York, John Wiley & Sons, 1983, 299 p.
-
Kim K. 3D Cone beam CT (CBCT) projection backprojection FDK, iterative reconstruction Matlab examples.Available at: https://www.mathworks.com/matlabcentral/fileexchange/35548-3d-cone-beam-ct-cbct-projection-backprojection-fdk-iterative-reconstruction-matlab-examples (accessed: 12.06.2019).
-
Lur'e A.I. Analytical Mechanics. Moscow, Fizmatlit Publ., 1961, 824 p. (in Russian)
-
Krasnow B. DIY X-ray CT scanner controlled by an Arduino. Available at: https://benkrasnow.blogspot.com/2013/01/diy-x-ray-ct-scanner-controlled-by.html (accessed: 12.06.2019).
-
Natterer F., Wubbeling F. Mathematical Methods in Image Reconstruction. Philadelphia, SIAM, 2001, 215 p.
-
Vainberg E.I., Klyuev V.V., Kurozaev V.P. Industrial X-ray computed tomography. Devices for Non-Destructive Testing of Materials and Products: a Handbook. 2nded. Moscow, 1986, vol. 1.
-
Kotkin G.L., Cherkasskii V.S. Computer Simulation of Physical Processes using Matlab. Novosibirsk, NSU Publ., 2001, 173 p. (in Russian)
-
Li Y., Dai Y., Duan X., Zhang W., Guo Y., Wang J. Application of automated bronchial 3D-CT measurement in pulmonary contusion complicated with acute respiratory distress syndrome. Journal of X-ray Science and Technology, 2019. (in press) doi: 10.3233/XST-180486
-
Potemkin V.G. Matlab Handbook. Available at: http://matlab.exponenta.ru/ml/book2/index.php (accessed: 12.06.2019)
-
The Physics of Medical Imaging. Eds. S. Webb. Bristol, IOP Publ., 1988.
-
Shmakov M. The choice of x-ray control system. Technologist's view. Available at: https://www.tech-e.ru/2006_4_60.php (accessed: 12.06.2019).
-
Bitmap Storage. Available at: https://docs.microsoft.com/en-us/windows/desktop/gdi/bitmap-storage (accessed: 12.06.2019).