Spectroscopy and Spectral Analysis, Volume. 41, Issue 9, 2950(2021)

Research on Spectral CT Image Denoising Via Fully Convolution Pyramid Residual Network

Xue-zhi REN1、*, Peng HE1、1; 2; *;, Zou-rong LONG1、1;, Xiao-dong GUO1、1;, Kang AN2、2;, Xiao-jie LÜ1、1;, Biao WEI1、1; 2;, and Peng FENG1、1; 2; *;
Author Affiliations
  • 11. Key Laboratory of Optoelectronics Technology & System (Chongqing University), Ministry of Education, Chongqing 400044, China
  • 22. ICT-NDT Engineering Research Center (Chongqing University), Ministry of Education, Chongqing 400044, China
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    References(13)

    [2] He P, Long Z, Wu X et al[D]. Journal of X-Ray Science and Technology, 27, 461(2019).

    [3] Aamir R, Moghiseh M, Panta R K et al[D]. JSM Biomed Imaging Data Pap, 61, 1007(2016).

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    [6] Cong P, Liu X, Sun Y et al[D]. Journal of X-Ray Science and Technology, 26, 523(2018).

    [7] Yan P, Yang Q, Zhang Y et al[D]. IEEE Transactions on Medical Imaging, 37, 1348(2018).

    [8] Chen H, Zhang W, Zhang Y et al[D]. Biomedical Optics Express, 8, 679(2017).

    [9] Grass M, Köhler T, Proksa R[D]. Physics in Medicine & Biology, 45, 329(2000).

    [10] Chen C, Xu G[D]. Computers & Mathematics with Applications, 71, 1537(2016).

    [11] Ben-Cohen A, Kerpel A, Klang E et al[D]. Neurocomputing, 275, 1585(2018).

    [12] Han D, Kim J, Kim J. Deep Pyramidal Residual Networks[C]. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 6307(2017).

    [13] He K, Ren S, Zhang X et al. Identity Mappings in Deep Residual Networks[D]. European Conference on Computer Vision. Springer, Cham, 630(2016).

    [15] Chen Y, Zhang K, Zuo W et al[D]. IEEE Transactions on Image Processing, 26, 3142(2017).

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    Xue-zhi REN, Peng HE, Zou-rong LONG, Xiao-dong GUO, Kang AN, Xiao-jie LÜ, Biao WEI, Peng FENG. Research on Spectral CT Image Denoising Via Fully Convolution Pyramid Residual Network[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2950

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    Paper Information

    Category: Research Articles

    Received: Jun. 17, 2020

    Accepted: --

    Published Online: Oct. 29, 2021

    The Author Email: Xue-zhi REN (809233433@qq.com)

    DOI:10.3964/j.issn.1000-0593(2021)09-2950-06

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