Spectroscopy and Spectral Analysis, Volume. 45, Issue 9, 2428(2025)

Reconstruction of Chinese Paintings Based on Hyperspectral Image Fusion Using Res-CAE Deep Learning

ZHU Shi-hao1, FENG Jie1、*, LI Xin-ting1, SUN Li-cun1, LIU Jie2, YUAN Ping1, YANG Ren-xiang1, and DENG Hong-yang1
Author Affiliations
  • 1School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China
  • 2Yunnan Museum New Branch,Kunming 650214,China
  • show less
    References(12)

    [5] [5] Zhang L H, Liang D, Zhang D W, et al. Journal of the Optical Society of Korea, 2016, 20(4): 515.

    [6] [6] Wang K, Wang H, Wang Z, et al. Cluster Computing, 2019, 22(S1): 493.

    [10] [10] Alvarez Gila A, Van de Weijer J, Garrote E. Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017, 480.

    [11] [11] Arad B, Ben-Shahar O. Computer Vision—14th European Conference, ECCV 2016 Proceedings, PartVII14, Springer: 2016, 19.

    [12] [12] Cai Y, Lin J, Hu X, et al. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, 17502.

    [13] [13] Cai Y, Lin J, Hu X, et al. Proceedings European Conference on Computer Vision, Springer, 2022, 686.

    [14] [14] Cai Y, Lin J, Lin Z, et al. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, 745.

    [15] [15] Urban P, Rosen M R, Berns R S. Journal of the Optical Society of America A, 2009, 26(8): 1865.

    [18] [18] Li Y, Hu J, Zhao X, et al. Neurocomputing, 2017, 266: 29.

    [19] [19] Shi Z, Chen C, Xiong Z, et al. Proceedings of the IEEE Conference on Computer Visionand Pattern Recognition Workshops, 2018, 939.

    [20] [20] Hu X, Cai Y, Lin J, et al. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, 17542.

    [21] [21] Huang T, Dong W, Yuan X, et al. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021, 16216.

    Tools

    Get Citation

    Copy Citation Text

    ZHU Shi-hao, FENG Jie, LI Xin-ting, SUN Li-cun, LIU Jie, YUAN Ping, YANG Ren-xiang, DENG Hong-yang. Reconstruction of Chinese Paintings Based on Hyperspectral Image Fusion Using Res-CAE Deep Learning[J]. Spectroscopy and Spectral Analysis, 2025, 45(9): 2428

    Download Citation

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

    Received: Nov. 25, 2024

    Accepted: Sep. 19, 2025

    Published Online: Sep. 19, 2025

    The Author Email: FENG Jie (fengjie_ynnu@126.com)

    DOI:10.3964/j.issn.1000-0593(2025)09-2428-09

    Topics