A comparative study on the current de-speckle methods for polarimetric synthetic aperture radar imagery processing

被引:0
|
作者
Xu, Zhijia [1 ]
Sun, Sheng [2 ]
Yang, Changcai [3 ]
Zhang, Xiaobo [4 ]
机构
[1] Guiyang Univ, Sch Mech Engn, Guiyang 550005, Guizhou, Peoples R China
[2] Guangdong Univ Technol, Sch Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
[3] Fujian Agr & Forestry Univ, Coll Comp & Informat Sci, Fuzhou 350002, Fujian, Peoples R China
[4] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Guangdong, Peoples R China
关键词
Speckle; polarimetric synthetic aperture radar; speckle filtering; polarimetric properties;
D O I
10.1117/12.2205580
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Speckle filtering seems to be a never-ending topic for polarimetric synthetic aperture radar imagery processing. Constantly emerging literatures demonstrate that this issue deserves further research effort, especially in the context of much more high spatial resolution. A comparative study will be performed in this paper for recently proposed method such as non-local SAR speckle filtering, Extended Sigma filter proposed by Lee, non-local means filter, Bilateral filter, and so on. Their performance on spatial details preserving and polarimetric properties preserving should be measured thoroughly. Further more the computing performance on large-scale dataset should also be measured.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Comparative study on the speckle filters for the very high-resolution polarimetric synthetic aperture radar imagery
    Sun, Sheng
    Liu, Renfeng
    Yang, Changcai
    Zhou, Huabing
    Zhao, Ji
    Ma, Jiayi
    JOURNAL OF APPLIED REMOTE SENSING, 2016, 10
  • [2] Anisotropic diffusion for speckle filtering of polarimetric synthetic aperture radar imagery
    Sun, Sheng
    Tian, Jinwen
    Liu, Zhusong
    Cai, Nian
    JOURNAL OF ELECTRONIC IMAGING, 2013, 22 (01)
  • [3] SPECKLE REDUCTION IN SYNTHETIC-APERTURE-RADAR IMAGERY
    HARVEY, ER
    APRIL, GV
    OPTICS LETTERS, 1990, 15 (13) : 740 - 742
  • [4] Speckle modeling and reduction in synthetic aperture radar imagery
    Lankoande, O
    Hayat, MM
    Santhanam, B
    2005 International Conference on Image Processing (ICIP), Vols 1-5, 2005, : 3233 - 3236
  • [5] Clutter discrimination in polarimetric and interferometric synthetic aperture radar imagery
    Blacknell, D
    Tough, RJA
    JOURNAL OF PHYSICS D-APPLIED PHYSICS, 1997, 30 (04) : 551 - 566
  • [6] Spatially Variant Restoration for Polarimetric Synthetic Aperture Radar Imagery
    Lee, Ken Yoong
    Bretschneider, Timo
    2006 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, 2006, : 1764 - 1767
  • [7] Polarimetric synthetic aperture radar speckle filtering by multiscale edge detection
    Boutarfa, Souhila
    Bouchemakh, Lynda
    Smara, Youcef
    JOURNAL OF APPLIED REMOTE SENSING, 2019, 13 (02)
  • [8] Estimation of the Equivalent Number of Looks in Polarimetric Synthetic Aperture Radar Imagery
    Anfinsen, Stian Normann
    Doulgeris, Anthony P.
    Eltoft, Torbjorn
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (11): : 3795 - 3809
  • [9] PROCESSING FOR SPACEBORNE SYNTHETIC APERTURE RADAR IMAGERY.
    Lybanon, M.
    NASA Contractor Reports, 1973,
  • [10] SPECKLE STATISTICS IN 4-LOOK SYNTHETIC APERTURE RADAR IMAGERY
    APRIL, GV
    HARVEY, ER
    OPTICAL ENGINEERING, 1991, 30 (04) : 375 - 381