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 50 条
  • [21] Contour analysis-based matching of ground objects in aerial images
    Yu. B. Blokhinov
    V. A. Gorbachev
    Journal of Computer and Systems Sciences International, 2011, 50 : 766 - 777
  • [22] CONTEXT FEATURE BASED BRIDGE DETECTION FOR POLARIMETRIC SAR IMAGES
    Liu, Chun
    Wang, Sutong
    Yang, Jian
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 7777 - 7780
  • [23] UNSUPERVISED CLASSIFICATION OF POLARIMETRIC SAR IMAGES BASED ON SCATTERING MECHANISM
    Yang, Zhihao
    Chen, Yan
    Chen, Yunping
    Lu, Youchun
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 2702 - 2705
  • [24] Speckle reduction of polarimetric SAR images based on neural ICA
    Ji, Jian
    Tian, Zheng
    NEURAL INFORMATION PROCESSING, PT 2, PROCEEDINGS, 2006, 4233 : 387 - 393
  • [25] REGION-BASED CHANGE DETECTION FOR POLARIMETRIC SAR IMAGES
    Zhang, Xiuting
    Yin, Junjun
    Yang, Jian
    Guo, Xianyu
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 675 - 678
  • [26] PWF based ship detection method in polarimetric SAR images
    Han, Zhao-Ying
    Chong, Jin-Song
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2004, 26 (SUPPL.): : 154 - 158
  • [27] Change detection of Polarimetric SAR images based on the KummerU Distribution
    Chen Quan
    Zou Pengfei
    Li Zhen
    Zhang Ping
    LAND SURFACE REMOTE SENSING II, 2014, 9260
  • [28] Filtering of interferometric SAR phase images as a fuzzy matching-pursuit blind estimation
    Aiazzi, B
    Baronti, S
    Bianchini, M
    Mori, A
    Alparone, L
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2005, 2005 (20) : 3220 - 3230
  • [29] Filtering of Interferometric SAR Phase Images as a Fuzzy Matching-Pursuit Blind Estimation
    Bruno Aiazzi
    Stefano Baronti
    Massimo Bianchini
    Alessandro Mori
    Luciano Alparone
    EURASIP Journal on Advances in Signal Processing, 2005
  • [30] Classification of Multi-Frequency Polarimetric SAR Images Based on Multi-Linear Subspace Learning of Tensor Objects
    Liu, Chun
    Yin, Junjun
    Yang, Jian
    Gao, Wei
    REMOTE SENSING, 2015, 7 (07) : 9253 - 9268
12345