Metal artifact reduction in CT images sinogram TV inpainting

Xinhui Duan, Li Zhang, Yongshun Xiao, Jianping Cheng, Zhiqiang Chen, Yuxiang Xing

Research output: Chapter in Book/Report/Conference proceedingConference contribution

40 Citations (Scopus)

Abstract

In this paper, a total variation (TV) inpainting method is proposed for metal artifact reduction in medical computed tomography (CT). Digital inpainting is an image processing method to fill in the lost image information in a consistent way. In our work, projection data with metal projection region (MPR) are treated as a damaged image, and TV inpainting is applied to "inpaint" the information missing region. Compared to conventional interpolation methods, the advantage of our algorithm lies in dealing with complicate cases such as an image with multiple metal objects. In numerical experiments, both TV inpainting and linear interpolation method are performed on noise-free and additive noisy projection of a modified SheppLogan phantom. Results show that the algorithm proposed fills metal projection gaps more smoothly and accurately than linear interpolation, hence produces images of superior quality after reconstruction. Relevant practical issues including the limitation of the algorithm and possible impr vements for future work are discussed.

Original languageEnglish (US)
Title of host publicationIEEE Nuclear Science Symposium Conference Record
Pages4175-4177
Number of pages3
DOIs
StatePublished - 2008
Event2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008 - Dresden, Germany
Duration: Oct 19 2008Oct 25 2008

Other

Other2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008
CountryGermany
CityDresden
Period10/19/0810/25/08

Fingerprint

Artifacts
artifacts
tomography
projection
Metals
Tomography
interpolation
metals
calculus of variations
image processing
Noise

Keywords

  • Computed tomography( CT)
  • Metal artifacts
  • TV inpainting

ASJC Scopus subject areas

  • Radiation
  • Nuclear and High Energy Physics
  • Radiology Nuclear Medicine and imaging

Cite this

Duan, X., Zhang, L., Xiao, Y., Cheng, J., Chen, Z., & Xing, Y. (2008). Metal artifact reduction in CT images sinogram TV inpainting. In IEEE Nuclear Science Symposium Conference Record (pp. 4175-4177). [4774201] https://doi.org/10.1109/NSSMIC.2008.4774201

Metal artifact reduction in CT images sinogram TV inpainting. / Duan, Xinhui; Zhang, Li; Xiao, Yongshun; Cheng, Jianping; Chen, Zhiqiang; Xing, Yuxiang.

IEEE Nuclear Science Symposium Conference Record. 2008. p. 4175-4177 4774201.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Duan, X, Zhang, L, Xiao, Y, Cheng, J, Chen, Z & Xing, Y 2008, Metal artifact reduction in CT images sinogram TV inpainting. in IEEE Nuclear Science Symposium Conference Record., 4774201, pp. 4175-4177, 2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008, Dresden, Germany, 10/19/08. https://doi.org/10.1109/NSSMIC.2008.4774201
Duan X, Zhang L, Xiao Y, Cheng J, Chen Z, Xing Y. Metal artifact reduction in CT images sinogram TV inpainting. In IEEE Nuclear Science Symposium Conference Record. 2008. p. 4175-4177. 4774201 https://doi.org/10.1109/NSSMIC.2008.4774201
Duan, Xinhui ; Zhang, Li ; Xiao, Yongshun ; Cheng, Jianping ; Chen, Zhiqiang ; Xing, Yuxiang. / Metal artifact reduction in CT images sinogram TV inpainting. IEEE Nuclear Science Symposium Conference Record. 2008. pp. 4175-4177
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