3-D Reconstruction of Ship Target Based on SAR Images Sequence and Scatterer Tracking Technique

被引:0
|
作者
Cao, Rui [1 ]
Wang, Yong [2 ]
Giusti, Elisa [3 ]
Martorella, Marco [3 ,4 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Natl Key Lab Microwave Imaging, Beijing 100190, Peoples R China
[2] Harbin Inst Technol, Res Inst Elect Engn Technol, Harbin 150001, Peoples R China
[3] Natl Lab Radar & Surveillance Syst RaSS, CNIT, I-56124 Pisa, Italy
[4] Univ Birmingham, Dept Elect Elect & Syst Engn, Birmingham B15 2TT, England
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2025年 / 63卷
关键词
Three-dimensional displays; Trajectory; Synthetic aperture radar; Radar tracking; Marine vehicles; Target tracking; Radar imaging; Radar; Imaging; Symmetric matrices; 3-D reconstruction; brightest scatterer (BS) extraction; factorization method; hybrid synthetic aperture radar (SAR) and inverse SAR (ISAR) imaging; scatterer tracking; MOVING TARGETS; ISAR;
D O I
10.1109/TGRS.2024.3514699
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Single-channel synthetic aperture radar (SAR) can be applied to reconstruct the 3-D structure of maritime targets with the advantages of concise hardware design and lower data rate. Nevertheless, two problems should be solved to enable it, which are: 1) 2-D radar image focusing and 2) scatterer tracking. In this article, an integral 3-D reconstruction algorithm is proposed for solving these problems. First, the radar image is refocused by using the hybrid SAR and inverse SAR (ISAR) imaging technique. Second, a novel brightest scatterer (BS) extraction method is proposed combined with a clustering algorithm, which is effective and easy to implement. Third, a fast and robust scatterer tracking algorithm (STA) is presented to obtain the complete scatterer trajectories and to effectively enable the factorization method. Moreover, the proposed STA is applicable also in the presence of numerous scatterers and of scatterer scintillation. Afterward, the factorization method is employed to reconstruct the 3-D structure of the ship target. Finally, the effectiveness of the proposed algorithm is shown with the results of simulated and real measured data.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Research and Implementation of 3D Reconstruction Technique Based on Images
    Wei Qun
    Xu Zhaohe
    Wang Jue
    2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015, 2015, : 408 - 411
  • [22] 3-D reconstruction of medical ct images by IDL
    Gao, Lei'na
    Zhu, Jianxin
    Zhang, Xinfang
    MIPPR 2007: MEDICAL IMAGING, PARALLEL PROCESSING OF IMAGES, AND OPTIMIZATION TECHNIQUES, 2007, 6789
  • [23] Ship Target Discrimination in SAR Images Based on BOW Model With Multiple Features and Spatial Pyramid Matching
    Chen, Shiyuan
    Li, Xiaojiang
    Chi, Shaoquan
    Li, Zhiliang
    Yuxing, Mao
    IEEE ACCESS, 2020, 8 (08): : 166071 - 166082
  • [24] A Novel Approach for 3-D Imaging of Ships With SAR Systems Based on 3-DOF Micro-Doppler Frequencies
    Zhou, Peng
    Wu, Jichen
    Cao, Chuwen
    Zhang, Xi
    Zhang, Zhenhua
    Liu, Genwang
    Zhang, Jie
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 12433 - 12450
  • [25] Images of 3-D Maneuvering Motion Targets for Interferometric ISAR With 2-D Joint Sparse Reconstruction
    Shao, Shuai
    Zhang, Lei
    Liu, Hongwei
    Wang, Penghui
    Chen, Qianqian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59 (11): : 9397 - 9423
  • [26] Holographic SAR Tomography 3-D Reconstruction Based on Iterative Adaptive Approach and Generalized Likelihood Ratio Test
    Feng, Dong
    An, Daoxiang
    Chen, Leping
    Huang, Xiaotao
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59 (01): : 305 - 315
  • [27] Pixel Offset Fusion of SAR and Optical Images for 3-D Coseismic Surface Deformation
    Lu, Chih-Heng
    Lin, Ya-Shien
    Chuang, Ray Y.
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 18 (06) : 1049 - 1053
  • [28] A Robust Multispectral Point Cloud Generation Method Based on 3-D Reconstruction From Multispectral Images
    Wang, Chen
    Gu, Yanfeng
    Li, Xian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [29] 3-D Reconstruction for Thermal Infrared Images of Substation Equipment Based on Visual SLAM and Cascade MVSNet
    Tan, Yu-Xuan
    Fan, Shao-Sheng
    Zeng, Xu-Dong
    Wang, Ru-Xin
    IEEE SENSORS JOURNAL, 2024, 24 (07) : 11693 - 11704
  • [30] Development of a fast 3-D object reconstruction technique
    Matsuda, Junpei
    Tan, Joo Kooi
    Kim, Hyoungseop
    Ishikawa, Seiji
    2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, : 1142 - +