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http://dx.doi.org/10.1016/j.net.2020.11.021

Development of a truncation artifact reduction method in stationary inverse-geometry X-ray laminography for non-destructive testing  

Kim, Burnyoung (Department of Medical Science, Konyang University)
Yim, Dobin (Department of Medical Science, Konyang University)
Lee, Seungwan (Department of Medical Science, Konyang University)
Publication Information
Nuclear Engineering and Technology / v.53, no.5, 2021 , pp. 1626-1633 More about this Journal
Abstract
In an industrial field, non-destructive testing (NDT) is commonly used to inspect industrial products. Among NDT methods using radiation sources, X-ray laminography has several advantages, such as high depth resolution and low computational costs. Moreover, an X-ray laminography system with stationary source array and compact detector is able to reduce mechanical motion artifacts and improve inspection efficiency. However, this system, called stationary inverse-geometry X-ray laminography (s-IGXL), causes truncation artifacts in reconstructed images due to limited fields-of-view (FOVs). In this study, we proposed a projection data correction (PDC) method to reduce the truncation artifacts arisen in s-IGXL images, and the performance of the proposed method was evaluated with the different number of focal spots in terms of quantitative accuracy. Comparing with conventional techniques, the PDC method showed superior performance in reducing truncation artifacts and improved the quantitative accuracy of s-IGXL images for all the number of focal spots. In conclusion, the PDC method can improve the accuracy of s-IGXL images and allow precise NDT measurements.
Keywords
Non-destructive testing; Stationary inverse-geometry X-ray; laminography; Truncation artifact; Projection data correction; Artifact reductionss;
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1 W. Zhou, A.C. Bovik, H.R. Sheikh, E.P. Simoncelli, Image quality assessment: from error visibility to structural similarity, IEEE Trans. Image Process. 13 (2004) 600-612.   DOI
2 M. Jatteau, C. Berche, Review of image reconstruction techniques in medical transaxial computed tomography, Ann. Radiol. 26 (1983) 13-22.
3 F. Sprenger, X. Calderon, E. Gidcumb, J. Lu, X. Qian, D. Spronk, A. Tucker, G. Yang, b O. Zhoub, Stationary digital breast tomosynthesis with distributed field emission X-ray tube, Proc. SPIE 7961 (2011) 79615I.
4 X. Qian, A. Tucker, E. Gidcumb, J. Shan, G. Yang, X.C. Colon, S. Sultana, J. Lu, O. Zhou, D. Spronk, F. Sprenger, Y. Zhang, D. Kennedy, T. Farbizio, Z. Jing, High resolution stationary digital breast tomosynthesis using distributed carbon nanotube X-ray source array, Med. Phys. 39 (2012) 2090-2099.   DOI
5 C. Puett, C. Inscoe, R. Hilton, A. Mol, E. Platin, J. Lu, O. Zhou, Stationary digital intraoral tomosynthesis: demonstrating the clinical potential of the first-generation system, Proc. SPIE 10573 (2018) 105730E.
6 X. Qian, R. Rajaram, X. Calderon-Colon, G. Yang, T. Phan, D.S. Lalush, J. Lu, O. Zhou, Design and characterization of a spatially distributed multibeam field emission x-ray source for stationary digital breast tomosynthesis, Med. Phys. 36 (2009) 4389-4399.   DOI
7 Y. Lu, H.P. Chan, J. Wei, L.M. Hadjiiski, A diffusion-based truncated projection artifact reduction method for iterative digital breast tomosynthesis reconstruction, Phys. Med. Biol. 58 (2013) 569-587.   DOI
8 B. Li, G. Avinash, B. Claus, S. Metz, 3D view weighted cone-beam filtered backprojection reconstruction for digital tomosynthesis, Proc. SPIE 6510 (2007) 65104X.
9 F. Xu, L. Helfen, T. Baumbach, H. Suhonen, Comparison of image quality in computed laminography and tomography, Optic Express 20 (2012) 794-806.   DOI
10 R. Hanke, T. Fuchs, N. Uhlmann, X-ray based methods for non-destructive testing and material characterization, Nucl. Instrum. Methods Phys. Res. A 591 (2008) 14-18.   DOI
11 S.L. Fisher, D.J. Holmes, J.S. Jorgensen, P. Gajjar, J. Behnsen, W.R.B. Lionheart, P.J. Withers, Laminography in the lab: imaging planar objects using a conventional x-ray CT scanner, Meas. Sci. Technol. 30 (2019), 035401.   DOI
12 J. Cant, G. Behiels, J. Sijbers, Continuous digital laminography, in: 6th Conference on Industrial Computed Tomography, Wels, Austria, February 9-12, 2016.
13 D. Notohara, K. Nishino, K. Shibata, First physical measurements and clinical evaluation for long-view tomosynthesis, Proc. SPIE 7258 (2009) 72581K.
14 N.S. O'Brien, R.P. Boardman, I. Sinclair, T. Blumensath, Recent advances in Xray cone-beam computed laminography, J. X-Ray Sci. Technol. 24 (2016) 691-707.   DOI
15 I. Reiser, S. Glick, Tomosynthesis Imaging, A Taylor and Francis Book, Boca Raton, 2014.
16 A.E. Petropoulos, S.G. Skiadopoulos, G.A.T. Messaris, A.N. Karahaliou, L.I. Costaridou, Contrast and depth resolution of breast lesions in a digital breast tomosynthesis system, Eur. J. Med. Plants 32 (2016) 277.
17 S.M. Anouncia, R. Saravanan, Non-destructive testing using radiographic images - a survey, Insight - Non-Destructive Testing and Condition Monitoring 48 (2006) 592-597.   DOI
18 Y. Zhang, H. Chan, B. Sahiner, J. Wei, C. Zhou, L. Hadjiiski, Artifact reduction methods for truncated projections in iterative breast tomosynthesis reconstruction, J. Comput. Assist. Tomogr. 33 (2009) 426-435.   DOI
19 J. Shan, A.W. Tucker, Y.Z. Lee, M.D. Heath, X. Wang, D.H. Foos, J. Lu, O. Zhou, Stationary chest tomosynthesis using a carbon nanotube x-ray source array: a feasibility study, Phys. Med. Biol. 60 (2015) 81-100.   DOI
20 J. Son, S. Choi, D. Lee, H. Kim, Truncation artifact reduction using weighted normalization method in prototype R/F chest digital tomosynthesis (CDT) system, J. Korean Soc. Radiol. 13 (2019) 111-118.   DOI
21 S. Gondrom, J. Zhou, M. Maisl, H. Reiter, M. Kroning, W. Arnold, X-ray computed laminography: an approach of computed tomography for applications with limited access, Nucl. Eng. Des. 190 (1999) 141-147.   DOI
22 G.L. Zeng, G.T. Gullberg, Unmatched projector/backprojector pairs in an iterative reconstruction algorithm, IEEE Trans. Med. Imag. 19 (2000) 548-555.   DOI
23 B.D. Man, S. Basu, Distance-driven projection and backprojection in three dimensions, Phys. Med. Biol. 49 (2004) 2463-2475.   DOI