An Efficient and Adaptive Approach for Noise Filtering of SAR Interferometric Phase Images

被引:29
|
作者
Wang, Qingsong [1 ]
Huang, Haifeng [1 ]
Yu, Anxi [1 ]
Dong, Zhen [1 ]
机构
[1] Natl Univ Def Technol, Sch Elect Sci & Engn, Changsha 410073, Peoples R China
关键词
Phase noise filtering; phase noise modeling; principal phase component estimation; synthetic aperture radar (SAR) interferometry;
D O I
10.1109/LGRS.2011.2158289
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 presents a new efficient phase filtering algorithm for synthetic aperture radar interferometric phase images. Based on the additive noise model, we assume that the phase without noise is composed of principal phase components and residual phase components. A new two-step adaptive filtering algorithm based on this assumption is then developed. First, the principal phase components are adaptively estimated using the frequency spectrum with an adaptive bound and removed from the original noisy phase; thus, a residual noisy phase is obtained. Second, spatial filtering is carried out on this residual noisy phase image using four directional masks. The filter equals three other common filters when three different special bound parameters are set accordingly. This algorithm is effective, particularly for the interferometric phase images with tightly packed fringes or low coherence. Numerical results obtained with synthetic and real data show a significant improvement with respect to other conventional filtering algorithms in some situations of the proposed approach.
引用
下载
收藏
页码:1140 / 1144
页数:5
相关论文
共 50 条
  • [1] A new adaptive multiresolution noise-filtering approach for SAR interferometric phase images
    Cai, Bin
    Liang, Diannong
    Dong, Zhen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2008, 5 (02) : 266 - 270
  • [2] A new technique for noise filtering of SAR interferometric phase images
    Lee, JS
    Papathanassiou, KP
    Ainsworth, TL
    Grunes, MR
    Reigber, A
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (05): : 1456 - 1465
  • [3] New methods of the filtering the phase noise in the interferometric SAR
    Wang, ZY
    Zhang, JX
    Zhao, Z
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 2622 - 2625
  • [4] An adaptive method for interferometric phase noise filtering
    Liao, MS
    Zhang, ZX
    Lin, H
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 815 - 818
  • [5] Noise-residue filtering of interferometric phase images
    Nico, Giovanni
    Journal of the Optical Society of America A: Optics and Image Science, and Vision, 2000, 17 (11): : 1962 - 1974
  • [6] Noise-residue filtering of interferometric phase images
    Nico, G
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2000, 17 (11) : 1962 - 1974
  • [7] Noise filtering of SAR interferometric phase based on wavelet transform
    López, C
    Fàbregas, X
    Mallorquí, J
    Mora, O
    Chandra, M
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 2928 - 2930
  • [8] MORPHOLOGICAL FILTERING OF SAR INTERFEROMETRIC IMAGES
    Rejichi, S.
    Chaabane, F.
    Tupin, F.
    Bloch, I.
    2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, : 1581 - 1584
  • [9] A new technique for noise filtering of SAR interferogram phase images
    Lee, JS
    Papathanassiou, KP
    Ainsworth, TL
    Grunes, MR
    Reigber, A
    IGARSS '97 - 1997 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS I-IV: REMOTE SENSING - A SCIENTIFIC VISION FOR SUSTAINABLE DEVELOPMENT, 1997, : 1716 - 1718
  • [10] Filtering SAR interferometric phase noise using a split-window model
    Liu, Guang
    Song, Rui
    Guo, Huadong
    Perski, Zbigniew
    Yue, Huanyin
    Han, Chunming
    Fan, Jinghui
    REMOTE SENSING LETTERS, 2016, 7 (08) : 800 - 809