Acta Optica Sinica, Volume. 45, Issue 12, 1228001(2025)

Polarization Remote Sensing Cloud Detection Using Multi-Dimensional Information Fusion Deep Learning Network

Shu Li1,3, Xingyuan Ji1,3, Xiaoxue Chu2,3、*, Song Ye1,3, Ziyang Zhang1,3, Yongying Gan1,3, Xinqiang Wang1,3, and Fangyuan Wang1,3
Author Affiliations
  • 1School of Optoelectronic Engineering, Guilin University of Electronic Technology, Shanghai Institute of Optics and Fine Mechanics, Guilin 541004, Guangxi , China
  • 2School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, Guangxi , China
  • 3Guangxi Key Laboratory of Optoelectronic Information Processing, Guilin 541004, Guangxi , China
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    References(33)

    [2] Yang Z X, Dou Z, Wang Y J et al. Dynamic light scattering inversion of flow aerosols using mixed regularized based on total least squares[J/OL]. Chinese Journal of Lasers, 52, 0604001(2025).

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    [20] Luo C Y, Huang X, Li J Z et al. Intelligent processing and applications of optical remote sensing data from Fengyun satellites (invited)[J]. Acta Optica Sinica, 44, 1800006(2024).

    [24] Li C. Research on cloud parameter inversion based on GF-5 DPC data[D](2019).

    [25] Wang J J, Liu S H, Li S et al. Optimization algorithm for polarization remote sensing cloud detection based on machine learning[J]. Acta Photonica Sinica, 50, 174-182(2021).

    [27] Li S. Analysis of cloud optical characteristics and retrieval of main cloud parameters for satellite polarized remote sensing[D](2018).

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    Shu Li, Xingyuan Ji, Xiaoxue Chu, Song Ye, Ziyang Zhang, Yongying Gan, Xinqiang Wang, Fangyuan Wang. Polarization Remote Sensing Cloud Detection Using Multi-Dimensional Information Fusion Deep Learning Network[J]. Acta Optica Sinica, 2025, 45(12): 1228001

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Oct. 20, 2024

    Accepted: Dec. 10, 2024

    Published Online: Jun. 23, 2025

    The Author Email: Xiaoxue Chu (chuxiaoxue@guet.edu.cn)

    DOI:10.3788/AOS241653

    CSTR:32393.14.AOS241653

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