Laser & Infrared, Volume. 54, Issue 12, 1936(2024)

Research on SAR image reconstruction techniques based on Gaussian basis

ZHANG Yue-ting1,2,3, LI Wen-jie1,2,3、*, GUO Jia-yi1,2,3, and ZHOU Guang-yao1,2,3
Author Affiliations
  • 1Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China
  • 2Key Laboratory of Technology in Geo-spatial Information Processing and Application System, Chinese Academy of Sciences, Beijing 100190, China
  • 3University of the Chinese Academy of Sciences, Beijing 100049, China
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    References(11)

    [1] [1] Kerbl B, Kopanas G, Leimkhler T, et al.3D Gaussian splatting for real-time radiance field rendering[J]. ACM Transactions on Graphics, 2023, 42(4):.

    [2] [2] Cen J, Fang J, Yang C, et al. Segment any 3D Gaussians[J]. arXiv preprint arXiv: 2312.00860, 2023.

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    [4] [4] Chen Z, Wang F, Liu H. Text-to-3D using Gaussian splatting[J]. arXiv preprint arXiv: 2309.16585, 2023.

    [5] [5] Potter L C, Moses R L. Attributed scattering centers for SAR ATR[J]. IEEE Transactions On Image Processing, 1997, 6(1): 79-91.

    [6] [6] Yang D, Ni W, Du L, et al. Efficient attributed scatter center extraction based on image-domain sparse representation[J]. IEEE Transactions on Signal Processing, 2020, 68: 4368-4381.

    [7] [7] Zhang X. Noise-robust target recognition of SAR images based on attribute scattering center matching[J]. Remote Sensing Letters, 2019, 10(2): 186-194.

    [8] [8] Li T, Du L. SAR automatic target recognition based onattribute scattering center model and discriminative dictionary learning[J]. IEEE Sensors Journal, 2019, 19(12): 4598-4611.

    [9] [9] Moses R L, Potter L C, Gupta I J. Feature extraction using attributed scattering center models for model-based automatic target recognition (ATR)[R]. STINFO Final Report AFRL-SN-WP-TR-2006-1004, Air Force Research Laboratory (AFRL) and Defense Advanced Research Projects Agency (DARPA), Wright-Patterson AFB, Ohio, 2005.

    [10] [10] Jing M, Zhang G. Attributed scattering center extraction with genetic algorithm[J]. IEEE Transactions on Antennas and Propagation, 2020, 69(5): 2810-2819.

    [11] [11] Guo K Y, Xiao G L, Zhai Y, et al. Angular glint error simulation using attributed scattering center models[J]. IEEE access, 2018, 6: 35194-35205.

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    ZHANG Yue-ting, LI Wen-jie, GUO Jia-yi, ZHOU Guang-yao. Research on SAR image reconstruction techniques based on Gaussian basis[J]. Laser & Infrared, 2024, 54(12): 1936

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    Paper Information

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    Received: Feb. 6, 2024

    Accepted: Apr. 3, 2025

    Published Online: Apr. 3, 2025

    The Author Email: LI Wen-jie (471097028@qq.com)

    DOI:10.3969/j.issn.1001-5078.2024.12.019

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