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
  • [1] Enhanced 3-D Reconstruction Method for Polarimetric Coherent Optimal-Based Tomographic SAR
    Dong, Shuhang
    Jiao, Zekun
    Zhou, Liangjiang
    Qiu, Xiaolan
    Yan, Qiancheng
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 18 : 5494 - 5508
  • [2] A New 3-D Geometry Reconstruction Method of Space Target Utilizing the Scatterer Energy Accumulation of ISAR Image Sequence
    Liu, Lei
    Zhou, Zuobang
    Zhou, Feng
    Shi, Xiaoran
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (12): : 8345 - 8357
  • [3] PERSISTENT SCATTERER DETECTION AND 3-D RECONSTRUCTION OF TRANSMISSION TOWER IN MOUNTAIN AREA BASED ON SAR TOMOGRAPHY
    Du, Min
    Chen, Yan
    Chen, Yunping
    Lu, Youchun
    Li, Baihui
    Jiang, Linghai
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 449 - 452
  • [4] Space Target 3-D Reconstruction Using Votes Accumulation Method of ISAR Image Sequence
    Xu, Dan
    Wang, Xuan
    Wu, Zhixin
    Fu, Jixiang
    Zhang, Yuhong
    Chen, Jianlai
    Xing, Mengdao
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 9881 - 9893
  • [5] Bistatic SAR Maritime Ship Target 3-D Image Reconstruction Method Without Distortion in Local Cartesian Coordinate
    Yang, Qing
    Li, Zhongyu
    Li, Junao
    Wang, Yahui
    Long, Jie
    Wu, Junjie
    Pi, Yiming
    Yang, Jianyu
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [6] Ship Target Segmentation for SAR Images Based on Clustering Center Shift
    Wang, Rufei
    Xu, Fanyun
    Pei, Jifang
    Huo, Weibo
    Huang, Yulin
    Zhang, Yin
    Yang, Jianyu
    Wang, Z. Jane
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [7] SAR-3DTR: A Novel Feature Hybrid Transformer Network for End-to-End 3-D Target Reconstruction From SAR Images
    Qin, Yang
    Xu, Weibo
    Yao, Yucheng
    Huang, Xiaohong
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21
  • [8] Sparse Decomposition-Based 3-D Super-Resolution Imaging in Millimeter Wave SAR
    Wang, Xin
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74
  • [9] MIMO-SAR 3-D Imaging Based on Range Wavenumber Decomposing
    Yang, Guan
    Li, Chao
    Wu, Shiyou
    Liu, Xiaojun
    Fang, Guangyou
    IEEE SENSORS JOURNAL, 2021, 21 (21) : 24309 - 24317
  • [10] 3-D Reconstruction of Space Target Based on Silhouettes Fused ISAR-Optical Images
    Long, Bo
    Tang, Pengling
    Wang, Feng
    Jin, Ya-Qiu
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62 : 1 - 19