High-Resolution Adaptive 3-D Urban Reconstruction Using Frugal Polarimetric Tomographic SAR Focusing Techniques

被引:0
|
作者
Huang, Yue [1 ]
Ferro-Famil, Laurent [1 ]
机构
[1] Univ Rennes 1, Inst Elect & Telecommun Rennes IETR, Rennes, France
关键词
Polarimetric SAR tomography; subspace fitting; urban remote sensing;
D O I
10.1109/jurse.2019.8809007
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the 3-D urban reconstruction using a minimal number of acquisitions, i.e. only 3 acquistions. To overcome the limitations of conventional tomographic techniques encountered in the urban characterization, a polarimetric model-adaptive tomographic estimator, FP-SSF, is proposed, and solved by the proposed polarimetric alternating projection technique. Meanwhile, a new solution for FP-DML technique is derived as a variant, whose performance is evaluated using simulations and compared to the one of FP-SSF estimator. Moreover, the efffectiveness of FP-SSF estimator is demonstrated by using a dual-baseline PolInSAR data set acquired by DLR's ESAR sensor at L-band over urban areas of Dresden. The results are validated against the ground truth derived from LiDAR data.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] POLARIMETRIC CHARACTERIZATION OF 3-D SCENES USING HIGH-RESOLUTION AND FULL-RANK POLARIMETRIC TOMOGRAPHIC SAR FOCUSING
    Ferro-Famil, Laurent
    Huang, Yue
    Tebaldinf, Stefano
    [J]. 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 5694 - 5697
  • [2] 3-D Characterization of Urban Areas Using High-Resolution Polarimetric SAR Tomographic Techniques and a Minimal Number of Acquisitions
    Huang, Yue
    Ferro-Famil, Laurent
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59 (11): : 9086 - 9103
  • [3] 3-D reconstruction of building from single high-resolution SAR image
    Fu Xing-Yu
    You Hong-Jian
    Fu Kun
    [J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 2012, 31 (06) : 569 - 576
  • [4] Fully Polarimetric High-Resolution 3-D Imaging With Circular SAR at L-Band
    Ponce, Octavio
    Prats-Iraola, Pau
    Pinheiro, Muriel
    Rodriguez-Cassola, Marc
    Scheiber, Rolf
    Reigber, Andreas
    Moreira, Alberto
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (06): : 3074 - 3090
  • [5] Combining SAR tomography and a PSI approach for high-resolution 3-D imaging of an urban area
    Frey, Othmar
    Siddique, Muhammad Adnan
    Hajnsek, Irena
    Wegmueller, Urs
    Werner, Charles L.
    [J]. 10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [6] An Adaptive Contextual SEM Algorithm for Urban Land Cover Mapping Using Multitemporal High-Resolution Polarimetric SAR Data
    Niu, Xin
    Ban, Yifang
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2012, 5 (04) : 1129 - 1139
  • [7] 3-D model localization using high-resolution reconstruction of monocular image sequences
    Serra, B
    Berthod, M
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (01) : 175 - 188
  • [8] Urban land cover classification with high-resolution polarimetric SAR interferometric data
    Li, Xinwu
    Pottier, Eric
    Guo, Huadong
    Ferro-Famil, Laurent
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2010, 36 (03) : 236 - 247
  • [9] Nonlocal Filtering Applied to 3-D Reconstruction of Tomographic SAR Data
    D'Hondt, Olivier
    Lopez-Martinez, Carlos
    Guillaso, Stephane
    Hellwich, Olaf
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (01): : 272 - 285
  • [10] Building Extraction and 3D Reconstruction in Urban Areas from High-Resolution Optical and SAR Imagery
    Sportouche, Helene
    Tupin, Florence
    Denise, Leonard
    [J]. 2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3, 2009, : 1648 - +