RECENT PROGRESS IN SPARSITY-REGULARIZATION BASED IMAGING METHOD FOR NEAR-FIELD 3D SAR

被引：1

作者：

Zhan, Xu ^{[1
]}

Zhang, Xiaoling ^{[1
]}

Ma, Xiangdong ^{[1
]}

Wei, Shunjun ^{[1
]}

Shi, Jun ^{[1
]}

Zeng, Tianjiao ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Chengdu, Peoples R China

来源：

IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2023年

关键词：

3D Imaging; radar imaging; near-field; sparsity-regularization; deep learning; deep unfolding;

D O I：

10.1109/IGARSS52108.2023.10281465

中图分类号：

P [天文学、地球科学];

学科分类号：

07 ;

摘要：

Near-field three-dimensional synthetic aperture radar (Near-field 3D-SAR) is a powerful imaging technique with diverse applications in scattering diagnosis, person/parcel imaging, building monitoring, forest monitoring, and more. This paper provides an overview of the imaging methods employed in Near-field 3D-SAR, focusing on the underlying methodologies, imaging models, and solving flowcharts. By analyzing and summarizing these methodologies and flowcharts, valuable insights are uncovered. Additionally, potential research directions are identified for further exploration.

引用

页码：1802 / 1805

页数：4

共 50 条

[1] Sparsity and level set regularization for near-field electromagnetic imaging in 3D*
Hiles, A. J.
Dorn, O.
INVERSE PROBLEMS, 2020, 36 (02)
[2] NEAR-FIELD 3D SAR INTERPRETATION BASED ON LIDAR AND SAR CALIBRATION
Wang, Baoyou
Zhang, Xiaoling
Shi, Jun
Wei, Shunjun
Zeng, Tianjiao
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5918 - 5921
[3] A NEAR-FIELD 3D CIRCULAR SAR IMAGING TECHNIQUE BASED ON SPHERICAL WAVE DECOMPOSITION
Zhang, Biao
Pi, Yiming
Min, Rui
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2013, 141 : 327 - 346
[4] A FAST 3D IMAGING TECHNIQUE FOR NEAR-FIELD CIRCULAR SAR PROCESSING
Yan, W.
Xu, J. -D.
Wei, G.
Fu, L.
He, H. -B.
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2012, 129 : 271 - 285
[5] Near-Field 3D Sparse SAR Direct Imaging with Irregular Samples
Xing, Shiqi
Song, Shaoqiu
Quan, Sinong
Sun, Dou
Wang, Junpeng
Li, Yongzhen
REMOTE SENSING, 2022, 14 (24)
[6] Near-field millimeter wave 3D imaging and object detection method
Shi J.
Que Y.
Zhou Z.
Zhou Y.
Zhang X.
Sun M.
Journal of Radars, 2019, 8 (05) : 578 - 588
[7] A Microwave Near-field 3D Super-resolution Imaging Method
Xu, W. D.
Li, Z. C.
Liu, P.
Pei, Y. M.
EXPERIMENTAL MECHANICS, 2021, 61 (05) : 859 - 866
[8] A Microwave Near-field 3D Super-resolution Imaging Method
W. D. Xu
Z. C. Li
P. Liu
Y. M. Pei
Experimental Mechanics, 2021, 61 : 859 - 866
[9] Plug-and-Play Regularization on Magnitude With Deep Priors for 3D Near-Field MIMO Imaging
Oral, Okyanus
Oktem, Figen S.
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2024, 10 : 762 - 773
[10] A Perturbation Based Method for Near-field 3-D Radar Imaging
Kan, Yingzhi
Zhou, JianXiong
Zhu, Yongfeng
Tang, Liang
Fu, Qiang
2017 11TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2017,

← 1 2 3 4 5 →