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
  • show less
    References(13)

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

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

    [4] T Badea C, P Clark D. Physics in Medicine & Biology, 59, 6445(2014).

    [5] P J La Rivière, S Rigie D. Physics in Medicine & Biology, 60, 1741(2015).

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

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

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

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

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

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

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

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

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

    Tools

    Get Citation

    Copy Citation Text

    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

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Jun. 17, 2020

    Accepted: --

    Published Online: Oct. 29, 2021

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

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

    Topics