Laser & Optoelectronics Progress, Volume. 61, Issue 18, 1837011(2024)

Ground-Based Cloud Image Segmentation Network Based on Improved MobileNetV2

Hongkun Bu1... Shuai Chang1,3,*, Ye Gu1, Chunyu Guo2, Chengbang Song1, Wei Xu3, Lü Tianyu3, Wei Zhao1 and Shoufeng Tong1 |Show fewer author(s)
Author Affiliations
  • 1National Defense Key Discipline Laboratory on Space-Ground Laser Communication, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • 2Henghui Optoelectronic Measurement Technology (Jilin) Co., Ltd., Changchun 130000, Jilin, China
  • 3Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, Jilin, China
  • show less
    References(29)

    [2] Hu J B, Wang X, Zhao S H et al. Spaceborne high spectral resolution lidar for atmospheric aerosols and clouds profiles measurement[J]. Acta Optica Sinica, 43, 1899901(2023).

    [3] Cui Y, Li D X, Zhou Y et al. Atmospheric polarization properties under ice cloud conditions[J]. Acta Photonica Sinica, 52, 1101001(2023).

    [5] Liu Y F, Cui C G. Interval prediction for short-term solar power based on cloud features of ground-based cloud images[J]. Southern Power System Technology, 17, 92-100(2023).

    [18] Zhang X, Jia K B, Liu J et al. Segmentation technology of ground-based cloud image for lightweight[J]. Measurement & Control Technology, 41, 37-43(2022).

    [20] Ji R, Zhang Y S, Yang Y L et al. Improved cloud image segmentation method based on multi-scale feature fusion[J]. Foreign Electronic Measurement Technology, 41, 37-44(2022).

    [22] Zhang N N, Li L S, Wang B Z et al. Research on segmentation method of foundation cloud image based on MobileNet[J]. Electronic Technology and Software Engineering, 129-132(2022).

    Tools

    Get Citation

    Copy Citation Text

    Hongkun Bu, Shuai Chang, Ye Gu, Chunyu Guo, Chengbang Song, Wei Xu, Lü Tianyu, Wei Zhao, Shoufeng Tong. Ground-Based Cloud Image Segmentation Network Based on Improved MobileNetV2[J]. Laser & Optoelectronics Progress, 2024, 61(18): 1837011

    Download Citation

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

    Category: Digital Image Processing

    Received: Jan. 12, 2024

    Accepted: Feb. 21, 2024

    Published Online: Sep. 14, 2024

    The Author Email: Shuai Chang (changshuai@cust.edu.cn)

    DOI:10.3788/LOP240505

    CSTR:32186.14.LOP240505

    Topics