A locally adaptive filter of interferometric phase images

被引:45
|
作者
Wu, N [1 ]
Feng, DZ [1 ]
Li, JX [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
关键词
frequency estimate; interferometry; phase filtering; synthetic aperture radar (SAR);
D O I
10.1109/LGRS.2005.856703
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
We propose an adaptive filtering approach for interferograms, which is a modification to the Lee adaptive complex filter. Based on local frequency estimates, we compute the normal orientation of local phase fringes. A directionally dependent filtering window is aligned perpendicular to the normal orientation of local phase fringes (i.e., along local phase fringes) by interpolation, making the pixels included in the filtering window have approximately more homogeneous values. Moreover, the computation of the filter parameter does not require local phase unwrapping in the real plane. This filter minimizes the loss of signal and reduces the level of noise. By using two sets of simulated data, its effectiveness can be seen in terms of the fidelity to noise-free phases, fringe preservation, and residue reduction.
引用
收藏
页码:73 / 77
页数:5
相关论文
共 50 条
  • [1] Directionally Adaptive Filter for Synthetic Aperture Radar Interferometric Phase Images
    Fu, Sihua
    Long, Xuejun
    Yang, Xia
    Yu, Qifeng
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 51 (01): : 552 - 559
  • [2] Denoising of images using locally adaptive Wiener filter in wavelet domain
    Jang, IH
    Kim, NC
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2001, E84D (04) : 495 - 501
  • [3] Denoising of images using locally adaptive Wiener filter in wavelet domain
    Jang, Ick-Hoon
    Kim, Nam-Chul
    2001, Institute of Electronics, Information and Communication, Engineers, IEICE (E84-D)
  • [4] An adaptive patch-based goldstein filter for interferometric phase denoising
    Chi, Bowen
    Zhuang, Huifu
    Fan, Hongdong
    Yu, Yang
    Peng, Lei
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 42 (17) : 6750 - 6765
  • [5] An Efficient and Adaptive Approach for Noise Filtering of SAR Interferometric Phase Images
    Wang, Qingsong
    Huang, Haifeng
    Yu, Anxi
    Dong, Zhen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2011, 8 (06) : 1140 - 1144
  • [6] Interferometric Phase Denoising by Median Patch-Based Locally Optimal Wiener Filter
    Cao, Mingyu
    Li, Shiqiang
    Wang, Robert
    Li, Ning
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 12 (08) : 1730 - 1734
  • [7] A HYBRID ADAPTIVE METHOD FOR INTERFEROMETRIC PHASE FILTERING BASED ON THE MODE AND MEDIAN FILTER
    Zhang, Qi
    Liu, Tiandong
    Ding, Zegang
    Zeng, Tao
    Long, Teng
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 2971 - 2974
  • [8] Locally Adaptive Complex Wavelet-Based Demosaicing for Color Filter Array Images
    Aelterman, Jan
    Goossens, Bart
    Pizurica, Aleksandra
    Philips, Wilfried
    WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING VI, 2009, 7248
  • [9] Phase noise filter for interferometric SAR
    Lim, I
    Yeo, TS
    Ng, CS
    Lu, YH
    Zhang, CB
    IGARSS '97 - 1997 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS I-IV: REMOTE SENSING - A SCIENTIFIC VISION FOR SUSTAINABLE DEVELOPMENT, 1997, : 445 - 447
  • [10] 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