Skip to main content
Log in

A Normalized Metal Artifact Reduction Method Using an Artifact-Reduced Prior for Dental Computed Tomography

  • Published:
Journal of the Korean Physical Society Aims and scope Submit manuscript

Abstract

In dental computed tomography (DCT), metal artifact reduction (MAR) is a critical issue to improve the clinical usefulness of DCT and remains a challenging problem. Although various MAR methods have been developed in medical CT, those methods may not work robustly in DCT because teeth themselves, as well as metallic objects, have high X-ray attenuation. In this study, we investigated an MAR method that was based on sinogram normalization interpolation with an artifact-reduced prior for DCT. The method consisted of three main steps: segmentation of a metal trace, generation of an artifact-reduced prior image, and sinogram completion followed by DCT reconstruction. We performed a computational simulation and performed an experiment on a teeth phantom with several metal inserts to validate the proposed method. With respect to the root-mean-square error and the structural similarity, we compared our results with the ones obtained by using the combined prior-based MAR (CP-MAR) method. Our results indicate that the proposed MAR method reduced metal artifacts considerably in DCT images and showed an image performance that was better than that obtained by using the state of the art method (CP-MAR) in reducing streak artifacts without introducing any contrast anomaly.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. R. Ning, X. Wang, D. Conover and X. Tang, Proc. SPIE 3032, 238 (1997).

    Article  ADS  Google Scholar 

  2. M. Kataoka, M. Hochman, E. Rodrigues and P. Lin, Curr. Probl. Diagn. Radiol. 39, 125 (2010).

    Article  Google Scholar 

  3. B. Man, J. Nuyts, P. Dupont, G. Marchal and P. Suetens, IEEE Trans. Nucl. Sci. 46, 691 (1999).

    Article  ADS  Google Scholar 

  4. W. Kalender, R. Hebel and J. Ebersberger, Radiology 164, 576 (1987).

    Article  Google Scholar 

  5. W. Veldkamp, R. Joemai, A. Molen and J. Geleijns, Med. Phys. 37, 620 (2010).

    Article  Google Scholar 

  6. M. Kachelrie, O. Watzke and W. Kalender, Med. Phys. 28, 475 (2001).

    Article  Google Scholar 

  7. C. Olive, M. Kaus, V. Pekar, K. Eck and L. Spies, Proc. SPIE 5370, 1991 (2004).

    Article  ADS  Google Scholar 

  8. B. Man, J. Nuyts, P. Dupont, G. Marchal and P. Suetens, IEEE Trans. Med. Imaging 20, 999 (2001).

    Article  Google Scholar 

  9. B. Man, J. Nuyts, P. Dupont, G. Marchal and P. Suetens, IEEE Trans. Nucl. Sci. 47, 977 (2000).

    Article  ADS  Google Scholar 

  10. M. Hegazy, M. Cho and S. Lee, Bio. Med. Eng. 15, 119 (2016).

    Google Scholar 

  11. E. Meyer, R. Raupach, M. Lell, B. Schmidt and M. Kachelrieb, Med. Phys. 37, 5481 (2010).

    Article  Google Scholar 

  12. E. Sidky and X. Pan, Med. Biol. 53, 4777 (2008).

    Article  Google Scholar 

  13. E. Sidky, C. Kao and X. Pan, J. X-ray Sci. Technol. 14, 119 (2006).

    Google Scholar 

  14. X. Zhang, J. Wang and L. Xing, Med. Phys. 38, 701 (2011).

    Article  Google Scholar 

  15. R. Pua, M. Park, S. Wi and S. Cho, Nucl. Instr. Meth. 840, 42 (2016).

    Article  ADS  Google Scholar 

  16. R. Pua, S. Wi, M. Park, J. Lee and S. Cho, J. Comp. Assist. Tomog. 40, 131 (2016).

    Article  Google Scholar 

  17. S. Li, Q. Cao, Y. Chen, Y. Hu, L. Luo et al., Optik 125, 2862 (2014).

    Article  ADS  Google Scholar 

  18. Q. Xu, H. Yu, X. Mou, L. Zhang, J. Hsieh et al., IEEE Trans. Med. Imaging 31, 1682 (2012).

    Article  Google Scholar 

  19. M. Celebi, H. Kingravi and P. Vela, Expert Syst. Appl. 40, 200 (2013).

    Article  Google Scholar 

  20. K. He, J. Sun and X. Tang, IEEE Trans. Pattern Anal. Mach. Intell. 35, 1 (2012).

    ADS  Google Scholar 

  21. W. Segars, G. Sturgeon, S. Mendonca, J. Grimes and B. Tsui, Med. Phys. 37, 4902 (2001).

    Article  Google Scholar 

  22. Y. Zhang and X. Mou, arXiv preprint arXiv:1408.5198 (2014).

    Google Scholar 

  23. Z. Wang, A. Bovik, H. Sheikh and E. Simoncelli, IEEE Trans. Img. Proc. 13, 600 (2004).

    Article  ADS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hyosung Cho.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Park, C., Lee, D., Lim, Y. et al. A Normalized Metal Artifact Reduction Method Using an Artifact-Reduced Prior for Dental Computed Tomography. J. Korean Phys. Soc. 74, 298–304 (2019). https://doi.org/10.3938/jkps.74.298

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3938/jkps.74.298

Keywords

Navigation