Journal of Terahertz Science and Electronic Information Technology , Volume. 21, Issue 4, 572(2023)

Attitude estimation of satellite targets based on imaging characteristics and regression network

FAN Lei, WANG Hongqiang*, YANG Qi, ZENG Yang, and DENG Bin
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    References(8)

    [4] [4] XIE Pengfei,ZHANG Lei,DU Chuan,et al. Space target attitude estimation from ISAR image sequences with key point extraction network[J]. IEEE Signal Processing Letters, 2021(28):1041-1045.

    [6] [6] SHARMA S,DAMICO S. Neural network-based pose estimation for noncooperative spacecraft rendezvous[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020,56(6):4638-4658.

    [7] [7] ZHOU Yejian,ZHANG Lei,CAO Yunhe,et al. Attitude estimation and geometry reconstruction of satellite targets based on ISAR image sequence interpretation[J]. IEEE Transactions on Aerospace and Electronic Systems, 2019,55(4):1698-1711.

    [8] [8] ZHOU Yejian, LI Weifeng, MA Yan, et al. Attitude estimation of on-orbit spacecraft based on the u-linked network[J]. IEEE Geoscience and Remote Sensing Letters, 2022(19):1-5.

    [9] [9] DU Rongzhen, LIU Lei, BAI Xueru, et al. Instantaneous attitude estimation of spacecraft utilizing joint optical-and-ISAR observation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022(60):1-14.

    [10] [10] LIU L, ZHOU Z, ZHOU F, et al A new 3D geometry reconstruction method of space target utilizing the scatterer energy accumulation of ISAR image sequence[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020,12(58):8345-8357.

    [11] [11] FAN Lei, WANG Hongqiang, YANG Qi, et al. Fast detection and reconstruction of tank barrels based on component prior and deep neural network in the terahertz regime[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022(60):1-17.

    [13] [13] SELVARAJU R R, COGSWELL M, DAS A, et al. Grad-cam: visual explanations from deep networks via gradient-based localization[J]. International Journal of Computer Vision, 2019,2(128):336-359.

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    FAN Lei, WANG Hongqiang, YANG Qi, ZENG Yang, DENG Bin. Attitude estimation of satellite targets based on imaging characteristics and regression network[J]. Journal of Terahertz Science and Electronic Information Technology , 2023, 21(4): 572

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    Paper Information

    Category:

    Received: Feb. 18, 2023

    Accepted: --

    Published Online: Jan. 17, 2024

    The Author Email: Hongqiang WANG (oliverwhq@163.net;杨琪|email:yangqi_nudt@163.com)

    DOI:10.11805/tkyda2023040

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