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

被引:2
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
收藏
页码:1802 / 1805
页数:4
相关论文
共 50 条
[21]   A NEW STRUCTURE-BASED COREGISTRATION METHOD FOR NEAR-FIELD GROUND-BASED MIMO TOMOGRAPHIC SAR [J].
Li, Gen ;
Zhu, Yu ;
Zhao, Liangbo ;
Ding, Zegang ;
Wang, Yan ;
Li, Linghao ;
Liu, Minkun .
2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, :3649-3652
[22]   Static Hand Gesture Recognition Based on Millimeter-Wave Near-Field FMCW-SAR Imaging [J].
Hao, Zhanjun ;
Wang, Ruidong ;
Peng, Jianxiang ;
Dang, Xiaochao .
ELECTRONICS, 2023, 12 (19)
[23]   Automated Internal Defect Identification and Localization Based on a Near-Field SAR Millimeter-Wave Imaging System [J].
Bui, Quoc Cuong ;
Lin, Weizhi ;
Huang, Qiang ;
Byun, Gyung-Su .
IEEE ACCESS, 2025, 13 :24698-24716
[24]   Improved Pencil Back-Projection Method with Image Segmentation for Far-Field/Near-Field SAR Imaging and RCS Extraction [J].
Tulgar, Okyanus ;
Ergin, A. Arif .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2015, 63 (06) :2572-2584
[25]   A fast 3D-MUSIC method for near-field sound source localization based on the bat algorithm [J].
Yang, C. ;
Sun, L. L. ;
Guo, H. ;
Wang, Y. S. ;
Shao, Y. .
INTERNATIONAL JOURNAL OF AEROACOUSTICS, 2022, 21 (3-4) :98-114
[26]   A Fast 3-D Chirp Scaling Imaging Technique for Millimeter-Wave Near-Field Imaging [J].
Zhang, Wenrui ;
Ji, Yicai ;
Shao, Wenyuan ;
Lin, Bo ;
Li, Chao ;
Fang, Guangyou .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2023, 71 (02) :827-841
[27]   NEAR-FIELD 3-D SYNTHETIC APERTURE RADAR IMAGING VIA COMPRESSED SENSING [J].
Yang, Zengli ;
Zheng, Yahong Rosa .
2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, :2513-2516
[28]   Mixed-Norm Regularization-Based Polarimetric Holographic SAR 3-D Imaging [J].
Bi, Hui ;
Feng, Jing ;
Jin, Shuang ;
Yang, Weixing ;
Xu, Weihao .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21 :1-5
[29]   NEAR-FIELD CROSS SECTION IMAGING BASED ON 2-D NUFFT FOR MILLIMETER WAVE [J].
Kan, Yingzhi ;
Zhu, Yongfeng ;
Tang, Liang ;
Zhao, Hongzhong .
2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, :5063-5066
[30]   Development of Fast Fourier-Compatible Image Reconstruction for 3D Near-Field Bistatic Microwave Imaging With Dynamic Metasurface Antennas [J].
Molaei, Amir Masoud ;
Fromenteze, Thomas ;
Skouroliakou, Vasiliki ;
Hoang, The Viet ;
Kumar, Rupesh ;
Fusco, Vincent ;
Yurduseven, Okan .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (12) :13077-13090