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Published: 2021-09-03
Abstract Views: 195
Views PDF: 64
DOI: https://doi.org/10.53747/jnst.v9i4.136
Issue
Vol. 9 No. 4 (2019)
Section
Articles
How to Cite
Tran, T. D., & Bui, N. H. (2021). Evaluation of image reconstruction algorithms in cone-beam computed tomography technique. Nuclear Science and Technology, 9(4), 41-47. https://doi.org/10.53747/jnst.v9i4.136

Evaluation of image reconstruction algorithms in cone-beam computed tomography technique

Tran Thuy Duong1, Bui Ngoc Ha1
1 Hanoi University of Science and Technology

Main Article Content

Abstract

Cone-beam computed tomography (CBCT) technique is largely used in medical diagnostic imaging and nondestructive materials testing, especially in cases which require fast times and high accuracy level. In this paper, the pros and cons of Feldkamp-Davis-Kress (FDK) and simultaneous iterative reconstruction technique (SIRT) algorithms used in CBCT technique is studied. The method of simulating CBCT systems is also used to provide richer projection data, which helps the research to evaluate many aspects of algorithms.

Article Details

Keywords

CT, cone beam, reconstruction algorithm, FDK, SIRT

References

[1]. Wang, G., Lin, T. H., Cheng, P. C., & Shinozaki, D. M. A general cone-beam reconstruction algorithm. IEEE Transactions on Medical Imaging, 12(3), 486-496, 1993.
[2]. Xing, Y., & Zhang, L. A free-geometry cone beam CT and its FDK-type reconstruction. Journal of X-Ray Science and Technology, 15(3), 157-167, 2007.
[3]. Jia, X., Dong, B., Lou, Y., & Jiang, S. B. GPU-based iterative cone-beam CT reconstruction using tight frame regularization. Physics in Medicine & Biology, 56(13), 3787, 2011.
[4]. Hsieh, J., Nett, B., Yu, Z., Sauer, K., Thibault, J. B., & Bouman, C. A. Recent advances in CT image reconstruction. Current Radiology Reports, 1(1), 39-51, 2013.
[5]. Pack, J. D., Noo, F., & Clackdoyle, R. Cone-beam reconstruction using the backprojection of locally filtered projections. IEEE Transactions on Medical Imaging, 24(1), 70-85, 2005.
[6]. Scherl, H., Koerner, M., Hofmann, H., Eckert, W., Kowarschik, M., & Hornegger, J. Implementation of the FDK algorithm for cone-beam CT on the cell broadband engine architecture. In Medical Imaging 2007: Physics of Medical Imaging (Vol. 6510, p. 651058). International Society for Optics and Photonics, March 2007.
[7]. Van Aarle, W., Palenstijn, W. J., Cant, J., Janssens, E., Bleichrodt, F., Dabravolski, A., ... & Sijbers, J. Fast and flexible X-ray tomography using the ASTRA toolbox. Optics express, 24(22), 25129-25147, 2016.
[8]. Palenstijn, W. J., Batenburg, K. J., & Sijbers, J. The ASTRA tomography toolbox. In 13th International Conference on Computational and Mathematical Methods in Science and Engineering, CMMSE, Vol. 2013, pp. 1139-1145), June 2013.