SINGLE-CHANNEL AND SINGLE-PASS STRIPMAP SAR TARGET 3D RECONSTRUCTION

被引:0
|
作者
Zhou, Yifan [1 ,3 ]
Qian, Jiang [1 ,3 ]
Lyu, Haitao [3 ]
Wu, Jiayang [1 ]
Yang, Xiaobo [2 ]
机构
[1] UESTC, Sch Resources & Environm, Chengdu 611731, Sichuan, Peoples R China
[2] UESTC, Sch Informat & Commun Engn, Chengdu 611731, Sichuan, Peoples R China
[3] UESTC, Yangtze Delta Reg Inst Huzhou, Huzhou 313001, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
3D reconstruction; dechirping image; range-Doppler equations;
D O I
10.1109/IGARSS53475.2024.10642021
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Three dimensions (3D) reconstruction of synthetic aperture radar (SAR) has previously been achieved through SAR tomography or circular SAR techniques. To advance SAR 3D reconstruction methods and accommodate applications requiring high efficiency, this paper presents a novel 3D reconstruction method using single-channel and single-pass strip-map SAR images. The proposed method involves three main stages: dechirping image generation, SAR image matching, and 3D coordinates calculation. First, a dechirping domain SAR image is generated using the dechirping process (Dechirp-SAR) instead of matched filtering during the azimuth compression. Second, the local feature matching with Transformer (LoFTR) algorithm is utilized for SAR image matching, followed by filtering the results. Finally, the 3D coordinates are calculated using the range-Doppler (RD) equations within the dechirping domain (Dechirp-RD). Experiments on both simulated and measured data quantitatively validate the effectiveness of the proposed method.
引用
收藏
页码:3494 / 3497
页数:4
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