Laser & Optoelectronics Progress, Volume. 62, Issue 12, 1234001(2025)

Application of Microfocused Cone-Beam CT Sparse Projection Detection Technique Based on Denoising Diffusion Probabilistic Model

Zhengheng Li1、** and Chenyin Ni2、*
Author Affiliations
  • 1School of Electronic and Optical Engineering, Nanjing University of Science & Technology, Nanjing 210094, Jiangsu , China
  • 2School of Physics, Nanjing University of Science & Technology, Nanjing 210094, Jiangsu , China
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    References(28)

    [2] Zhang H D, Wang G Q, Zhou H B et al. Application of microfocus industrial CT controlling in improving the coating process of charge head for bridge wire electric ignition[J]. Nondestructive Testing, 44, 74-77(2022).

    [3] Yang X H, Zhang W B, Dai B et al. Research on energy material eensity by X-ray micro computed tomography[J]. Computerized Tomography Theory and Applications, 18, 61-67(2009).

    [4] Xiong Y, Liu H Q, Du B L et al. Application of micro-focus CT on inspection of ceramic matrix composites[J]. Aeronautical Manufacturing Technology, 61, 58-63(2018).

    [5] Di J L, Lin J C, Zhong L Y et al. Review of sparse-view or limited-angle CT reconstruction based on deep learning[J]. Laser & Optoelectronics Progress, 60, 0811002(2023).

    [6] Wu X T, Wang J W, Huang X Y et al. A cone beam sparse angle CT image reconstruction algorithm[J]. Informatization Research, 49, 7-14(2023).

    [28] Rudin L I, Osher S. Total variation based image restoration with free local constraints[C], 31-35(1994).

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    Zhengheng Li, Chenyin Ni. Application of Microfocused Cone-Beam CT Sparse Projection Detection Technique Based on Denoising Diffusion Probabilistic Model[J]. Laser & Optoelectronics Progress, 2025, 62(12): 1234001

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    Paper Information

    Category: X-Ray Optics

    Received: Oct. 8, 2024

    Accepted: Jan. 7, 2025

    Published Online: Jun. 25, 2025

    The Author Email: Zhengheng Li (li_zhengheng@njust.edu.cn), Chenyin Ni (chenyin.ni@njust.edu.cn)

    DOI:10.3788/LOP242076

    CSTR:32186.14.LOP242076

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