Three-Dimensional Object Reconstruction from Sparse Multi-Pass SAR Data

被引:4
作者
Scarnati, Theresa [1 ]
Jamora, J. R. [2 ]
机构
[1] Qualis Corp, Huntsville, AL 35805 USA
[2] Air Force Res Lab, Wright Patterson AFB, OH USA
来源
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XXVIII | 2021年 / 11728卷
关键词
Synthetic Aperture Radar; Three-Dimensional Reconstruction; Sparsity; Limited Data;
D O I
10.1117/12.2593601
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
As humans, we perceive the world in three dimensions. However, many militarily relevant sensing capabilities only display two-dimensional information to users in the form of imagery. In this work we develop and analyze a technique for reconstructing objects in three dimensions given sparse amounts of synthetic aperture radar (SAR) data. We analyze the required sampling rates of the proposed techniques and conduct a thorough analysis of the accuracy of our methods.
引用
收藏
页数:13
相关论文
共 23 条
[1]   3D Fourier based discrete Radon transform [J].
Averbuch, A ;
Shkolnisky, Y .
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2003, 15 (01) :33-69
[2]   A challenge problem for 2D/3D imaging of targets from a volumetric data set in an urban environment [J].
Casteel, Curtis H., Jr. ;
Gorham, LeRoy A. ;
Minardi, Michael J. ;
Scarborough, Steven M. ;
Naidu, Kiranmai D. ;
Majumder, Uttam K. .
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XIV, 2007, 6568
[3]   Plug-and-Play ADMM for Image Restoration: Fixed-Point Convergence and Applications [J].
Chan, Stanley H. ;
Wang, Xiran ;
Elgendy, Omar A. .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2017, 3 (01) :84-98
[4]  
Defrise M, 1998, DEV NUC MED, V32, P11
[5]   Compressed sensing [J].
Donoho, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1289-1306
[6]  
DUBUISSON MP, 1994, INT C PATT RECOG, P566, DOI 10.1109/ICPR.1994.576361
[7]   GOTCHA experience report: Three-dimensional SAR imaging with complete circular apertures [J].
Ertin, Emre ;
Austin, Christian D. ;
Sharma, Samir ;
Moses, Randolph L. ;
Potter, Lee C. .
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XIV, 2007, 6568
[8]   On NUFFT-based gridding for non-Cartesian MRI [J].
Fessler, Jeffrey A. .
JOURNAL OF MAGNETIC RESONANCE, 2007, 188 (02) :191-195
[9]  
Fletcher R, 2005, APPL OPTIM, V96, P235
[10]  
Fuhrmann S, 2014, EUROGRAPHICS WORKSH, P11, DOI [10.1016/j.cag.2015.09.003, 10.2312/gch.20141299.011-018/011-018.pdf?sequence=1/isAllowed=y, DOI 10.2312/GCH.20141299.011-018/011-018.PDF?SEQUENCE=1/ISALLOWED=Y]