Matching-pursuit-based analysis of moving objects in polarimetric SAR images

被引：28
|
作者：
Leducq, Paul [1 ]
Ferro-Famil, Laurent [1 ]
Pottier, Eric [1 ]
机构：
[1] Univ Rennes 1, Inst Elect & Telecommun Rennes, F-35065 Rennes, France
来源：
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS | 2008年 / 5卷 / 02期
关键词：
chirplets; matching pursuit (MP); moving objects; nonstationary behaviors; polarimetry; synthetic aperture radar (SAR);
D O I：
10.1109/LGRS.2007.911359
中图分类号：
P3 [地球物理学]; P59 [地球化学];
学科分类号：
0708 ; 070902 ;
摘要：
This letter deals with the analysis of moving and nonstationary objects in already focused synthetic aperture radar (SAR) images. A method based on the matching pursuit (MP) algorithm is proposed to decompose the SAR signal into a set of atoms. A model of a moving object response with frequency- and angle-dependent reflectivity is introduced to design the NIP atoms. Each selected atom is associated to a scatterer of the scene and is parameterized by relevant physical descriptors, leading to a multidimensional model of the object. The efficiency of this technique is demonstrated in terms of SAR response refocusing and physical parameter map derivation, using a polarimetric SAR image of a moving object lying in a natural background.
引用
收藏
页码：123 / 127
页数：5
相关论文
共 47 条
  • [21] COMPARATIVE ANALYSIS OF CLASSIFICATION RESULTS BETWEEN COMPACT AND FULLY POLARIMETRIC SAR IMAGES IN RANDOM FOREST CLASSIFIER
    Xu, Lu
    Zhang, Hong
    Wang, Chao
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 3929 - 3932
  • [22] Innovative Solutions Based on the EM-Algorithm for Covariance Structure Detection and Classification in Polarimetric SAR Images
    Han, Sudan
    Addabbo, Pia
    Biondi, Filippo
    Clemente, Carmine
    Orlando, Danilo
    Ricci, Giuseppe
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (01) : 209 - 227
  • [23] Adaptive Ship Detection in Hybrid-Polarimetric SAR Images Based on the Power-Entropy Decomposition
    Gao, Gui
    Gao, Sheng
    He, Juan
    Li, Gaosheng
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (09): : 5394 - 5407
  • [24] Oil Platform Detection in Polarimetric SAR Images Based on Level Set Segmentation and Convolutional Neural Network
    Liu, Chun
    Wu, Tingting
    Li, Zenghui
    2021 7TH ASIA-PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR (APSAR), 2021,
  • [25] Unsupervised classification of multifrequency and fully polarimetric SAR images based on the H/A/alpha-Wishart classifier
    Ferro-Famil, L
    Pottier, E
    Lee, JS
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (11): : 2332 - 2342
  • [26] Moving Target Azimuth Velocity Estimation for the MASA Mode Based on Sequential SAR Images
    Yang, Wei
    Chen, Jie
    Liu, Wei
    Wang, Pengbo
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (06) : 2780 - 2790
  • [27] Urban area analysis based on ESPRIT/MUSIC methods using polarimetric interferometric SAR
    Guillaso, S
    Ferro-Famil, L
    Reigber, A
    Pottier, E
    2ND GRSS/ISPRS JOINT WORKSHOP ON REMOTE SENSING AND DATA FUSION OVER URBAN AREAS, 2003, : 77 - 81
  • [28] Man-made harbor detection in polarimetric SAR images based on multi-direction jetties scanning
    Liu C.
    Xie C.
    An W.
    Yuan X.
    Yang J.
    1600, Chinese Institute of Electronics (39): : 291 - 297
  • [29] FOCUSING ALGORITHMS ANALYSIS FOR GROUND-BASED SAR IMAGES
    Guccione, P.
    Zonno, M.
    Mascolo, L.
    Nico, G.
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 3895 - 3898
  • [30] GROUND MOVING TARGET INDICATION IN SAR IMAGES BASED ON LOCAL 2-LOOK SIMILARITY
    Zhan, Tianyi
    Wang, Junfeng
    Liu, Xingzhao
    Lv, Wentao
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 1344 - 1347
12345