Journal of Infrared and Millimeter Waves, Volume. 40, Issue 5, 696(2021)

Infrared and visible image fusion based on edge-preserving and attention generative adversarial network

Wen-Qing ZHU1,2,3, Xin-Yi TANG1,3、*, Rui ZHANG1,2,3, Xiao CHEN1,2,3, and Zhuang MIAO1,2,3
Author Affiliations
  • 1Shanghai Institute of Technical Physics,Chinese Academy of Sciences,Shanghai 200083,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
  • 3Key Laboratory of Infrared System Detection and Imaging Technology,Chinese Academy of Sciences,Shanghai 200083,China
  • show less
    References(28)

    [2] Liu G X, Yang W H. Image fusion scheme of pixel-level and multi-operator for infrared and visible light images[J]. J. Infrared Millim. Waves, 20, 207-210(2001).

    [4] Liu S P, Fang Y. Infrared image fusion algorithm based on contourlet transform and improved pulse coupled neural network[J]. J. Infrared Millim. Waves, 26, 217-221(2007).

    [14] Goodfellow I J, Pouget-Abadie J, Mirza M et al. Generative Adversarial Nets[J]. Advances in Neural Information Processing Systems 27 (NIPS2014), 27(2014).

    [18] Zagoruyko S, Komodakis. N. Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer[J]. International Conference on Learning Representations(2017).

    [19] Nair V, Geoffrey E H. Rectified linear units improve restricted boltzmann machines[J]. Proceedings of the 27th International Conference on Machine Learning, 807-814(2010).

    [23] Kingma D P, Ba J. Adam: A Method for Stochastic Optimization[J]. International Conference on Learning Representations(2014).

    Tools

    Get Citation

    Copy Citation Text

    Wen-Qing ZHU, Xin-Yi TANG, Rui ZHANG, Xiao CHEN, Zhuang MIAO. Infrared and visible image fusion based on edge-preserving and attention generative adversarial network[J]. Journal of Infrared and Millimeter Waves, 2021, 40(5): 696

    Download Citation

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

    Category: Research Articles

    Received: Oct. 29, 2020

    Accepted: --

    Published Online: Sep. 29, 2021

    The Author Email: Xin-Yi TANG (gq227@mail.sitp.ac.cn)

    DOI:10.11972/j.issn.1001-9014.2021.05.017

    Topics