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
  • [21] Interferometric Phase Denoising by Pyramid Nonlocal Means Filter
    Chen, Runpu
    Yu, Weidong
    Wang, Robert
    Liu, Gang
    Shao, Yunfeng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (04) : 826 - 830
  • [22] A locally adaptive filter for noise filtering of InSAR interferogram
    Huang, Baisheng
    Xu, Jiadong
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/ Geomatics and Information Science of Wuhan University, 2009, 34 (07): : 818 - 821
  • [23] 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
  • [24] Fringe-line detection of interferometric phase images
    Wang, F
    Prinet, V
    Ma, SD
    IMAGE MATCHING AND ANALYSIS, 2001, 4552 : 190 - 195
  • [25] Statistical characterization of the phase process in interferometric SAR images
    DiBisceglie, M
    Galdi, C
    Lanari, R
    IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 1580 - 1583
  • [26] 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
  • [27] AN ADAPTIVE FILTER FOR SMOOTHING NOISY RADAR IMAGES
    FROST, VS
    STILES, JA
    SHANMUGAM, KS
    HOLTZMAN, JC
    SMITH, SA
    PROCEEDINGS OF THE IEEE, 1981, 69 (01) : 133 - 135
  • [28] Adaptive Marginal Median Filter for Colour Images
    Morillas, Samuel
    Gregori, Valentin
    Sapena, Almanzor
    SENSORS, 2011, 11 (03) : 3205 - 3213
  • [29] Despeckling PolSAR images with an adaptive bilateral filter
    Liu, Liu
    Zhou, Fang
    Chen, Jing
    Yang, Xuezhi
    Jia, Lu
    Dong, Zhangyu
    Ai, Jiaqiu
    JOURNAL OF APPLIED REMOTE SENSING, 2017, 11
  • [30] Adaptive filter in low quality fingerprint images
    Chen, M.L., 2000, Chinese Optical Society (19):