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

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.

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Publication Details

Journal
IEEE Transactions on Geoscience and Remote Sensing
Published
2024-12-11
DOI
https://doi.org/10.1109/tgrs.2024.3514699
Citations
1
Primary Topic
Advanced SAR Imaging Techniques
Type
article
Field-Weighted Citation Impact
1.30

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article

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

Rui Cao, Marco Martorella, Elisa Giusti, Yong Wang
1 citations
IEEE Transactions on Geoscience and Remote Sensing
Advanced SAR Imaging Techniques
1.30
article

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

Rui Cao, Marco Martorella, Elisa Giusti, Yong Wang
article en
1 citations

Abstract

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.

IEEE Transactions on Geoscience and Remote SensingVol. 63
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" (IT), Chinese Academy of Sciences (CN), Harbin Institute of Technology (CN), Aerospace Information Research Institute (CN)
National Science Fund for Distinguished Young Scholars
Openalex Percentile: Top 11%
Advanced SAR Imaging Techniques
1.30
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3-D Reconstruction of Ship Target Based on SAR Images Sequence and Scatterer Tracking Technique — Rui Cao, Marco Martorella, et al. · IEEE Transactions on Geoscience and Remote Sensing (2024) | TGRS Research Map | TGRS