• Acta Optica Sinica
  • Vol. 41, Issue 6, 0611002 (2021)
Haosong Yu1、2, Yongning Zou1、2、*, Zhibin Zhang1、2, Gongjie Yao1、2, and Rifeng Zhou1、2
Author Affiliations
  • 1Engineering Research Center of Industrial Computed Tomography Nondestructive Testing, Ministry of Education, Chongqing University, Chongqing 400044, China
  • 2College of Optoelectronic Engineering, Chongqing University, Chongqing 400044, China
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    DOI: 10.3788/AOS202141.0611002 Cite this Article Set citation alerts
    Haosong Yu, Yongning Zou, Zhibin Zhang, Gongjie Yao, Rifeng Zhou. Image Reconstruction of Incomplete CT Scanning Using a CAD Model[J]. Acta Optica Sinica, 2021, 41(6): 0611002 Copy Citation Text show less
    References

    [1] Zhang H M. Computed tomography image reconstruction with incomplete projection data[D]. Beijing: University of Information Engineering(2017).

    [2] Wang C X. Regularization based image reconstruction algorithms for limited-angle CT[D]. Chongqing: Chongqing University(2016).

    [3] Frikel J, Quinto E T. Characterization and reduction of artifacts in limited angle tomography[J]. Inverse Problems, 29, 125007(2013). http://www.ingentaconnect.com/content/iop/ip/2013/00000029/00000012/art125007

    [4] Jiang M, Wang G. Development of iterative algorithms for image reconstruction[J]. Journal of X-Ray Science and Technology, 10, 77-86(2002).

    [5] Andersen A H, Kak A C. Simultaneous algebraic reconstruction technique (SART): a superior implementation of the ART algorithm[J]. Ultrasonic Imaging, 6, 81-94(1984). http://europepmc.org/abstract/MED/6548059

    [6] Dempster A P, Laird N M, Rubin D B. Maximum likelihood from incomplete data via the EM algorithm[J]. Journal of the Royal Statistical Society: Series B (Methodological), 39, 1-22(1977).

    [7] Browne J, de Pierro A B. A row-action alternative to the EM algorithm for maximizing likelihood in emission tomography[J]. IEEE Transactions on Medical Imaging, 15, 687-699(1996).

    [8] Ma J M, Zhang J Q, Song G Z et al. Total variation constrained iterative filtered backprojection CT reconstruction method[J]. Acta Optica Sinica, 35, 0234002(2015).

    [9] Sidky E Y, Kao C M. -04-28)[2020-08-03][EB/OL]. Pan X C. Accurate image reconstruction from few-views, limited-angle data in divergent-beam CT., org/abs/0904, 4495(2009). https://arxiv.

    [10] Chen Z Q, Jin X, Li L et al. A limited-angle CT reconstruction method based on anisotropic TV minimization[J]. Physics in Medicine and Biology, 58, 2119-2141(2013). http://europepmc.org/abstract/MED/23470430

    [11] Bredies K, Kunisch K, Pock T. Total generalized variation[J]. SIAM Journal on Imaging Sciences, 3, 492-526(2010).

    [12] Zhang Y, Zhang W, Lei Y et al. Few-view image reconstruction with fractional-order total variation[J]. Journal of the Optical Society of America. A, Optics, Image Science, and Vision, 31, 981-995(2014).

    [13] Gong C C, Zeng L. Adaptive iterative reconstruction based on relative total variation for low-intensity computed tomography[J]. Signal Processing, 165, 149-162(2019). http://www.sciencedirect.com/science/article/pii/S0165168419302397

    [14] Lu X Q, Sun Y. Limited angle computed tomography reconstruction algorithm based on multiplicative regularization method[J]. Acta Optica Sinica, 30, 1285-1290(2010).

    [15] Yu W, Wang C X, Huang M. Edge-preserving reconstruction from sparse projections of limited-angle computed tomography using ℓ0-regularized gradient prior[J]. The Review of Scientific Instruments, 88, 043703(2017).

    [16] Chen G H, Tang J, Leng S. Prior image constrained compressed sensing (PICCS): a method to accurately reconstruct dynamic CT images from highly undersampled projection data sets[J]. Medical Physics, 35, 660-663(2008).

    [17] Liu J, Kang Y Q, Gu Y B et al. Low dose computed tomography image reconstruction based on sparse tensor constraint[J]. Acta Optica Sinica, 39, 0811004(2019).

    [18] Cai A L, Wang L Y, Zhang H M et al. Edge guided image reconstruction in linear scan CT by weighted alternating direction TV minimization[J]. Journal of X-Ray Science and Technology, 22, 335-349(2014). http://www.ncbi.nlm.nih.gov/pubmed/24865209

    [19] Zhang L L. Optimization model and algorithm analysis for limited-angle and low SNR CT image reconstruction[D]. Chongqing: Chongqing University(2018).

    [20] Zhang H, Huang J, Ma J et al. Iterative reconstruction for X-ray computed tomography using prior-image induced nonlocal regularization[J]. IEEE Transactions on Biomedical Engineering, 61, 2367-2378(2014). http://www.freepatentsonline.com/9558570.html

    [21] Zhang H J, Kong H H, Sun Y G. Weighted NLTV reconstruction algorithm based on structural prior information for spectral CT[J]. Acta Optica Sinica, 38, 0811003(2018).

    [22] Chen H, Zhang Y, Kalra M K et al. Low-dose CT with a residual encoder-decoder convolutional neural network[J]. IEEE Transactions on Medical Imaging, 36, 2524-2535(2017). http://www.ncbi.nlm.nih.gov/pubmed/28622671

    [23] Zhu S Q, Wang J, Cai Y F. Low-dose CT denoising algorithm based on improved CycleGAN[J]. Acta Optica Sinica, 40, 2210002(2020).

    Haosong Yu, Yongning Zou, Zhibin Zhang, Gongjie Yao, Rifeng Zhou. Image Reconstruction of Incomplete CT Scanning Using a CAD Model[J]. Acta Optica Sinica, 2021, 41(6): 0611002
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