A wavelet domain detail compensation filtering technique for InSAR interferograms

被引:4
|
作者
Chang, Liang [1 ]
He, Xiufeng [1 ]
Li, Jonathan [1 ,2 ]
机构
[1] Hohai Univ, Inst Satellite Nav & Spatial Informat Syst, Nanjing 210098, Jiangsu, Peoples R China
[2] Univ Waterloo, Dept Geog & Environm Management, Waterloo, ON N2L 3G1, Canada
基金
中国国家自然科学基金;
关键词
DETRENDED FLUCTUATION ANALYSIS; NOISE-REDUCTION; RADAR; OZONE; INTERFEROMETRY; IMAGES;
D O I
10.1080/01431161.2010.531787
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The quality of interferogram filtering affects the accuracy of interferometric synthetic aperture radar (InSAR) applications. This article presents a new wavelet domain filtering method for phase noise reduction in an InSAR interferogram. The method first transforms the real and imagery parts of the original interferogram into the wavelet domain using the stationary wavelet transform (SWT). Then the coefficients for each sub-band are filtered with detail compensation. Finally, the wavelet coefficients are reconstructed in the space domain by the inverse SWT. The results show that the proposed method can suppress the speckle effectively, maintain details of the interferogram well, and greatly reduce the number of residues.
引用
收藏
页码:7985 / 7995
页数:11
相关论文
共 50 条
  • [31] The Joint Filtering Method Of Multibaseline InSAR In NSST Domain Based On Kurtosis
    Liu, Yanfang
    Li, Shiqiang
    Zhang, Heng
    13TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR, EUSAR 2021, 2021, : 776 - 780
  • [32] Median filtering in the wavelet domain-in image segmentation
    Liang, L
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 764 - 767
  • [33] Wavelet-domain filtering for photon imaging systems
    Nowak, R
    Baraniuk, R
    WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING V, 1997, 3169 : 55 - 66
  • [34] Speckle, reduction using wiener filtering in wavelet domain
    Rangsanseri, Y
    Prasongsook, W
    ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 792 - 795
  • [35] Wavelet-domain filtering for photon imaging systems
    Nowak, RD
    Baraniuk, RG
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (05) : 666 - 678
  • [36] Wavelet domain image denoising by thresholding and Wiener filtering
    Kazubek, M
    IEEE SIGNAL PROCESSING LETTERS, 2003, 10 (11) : 324 - 326
  • [37] Denoising via block Wiener filtering in wavelet domain
    Strela, V
    EUROPEAN CONGRESS OF MATHEMATICS, VOL II, 2001, 202 : 619 - 625
  • [38] An New Filtering Methods in the Wavelet Domain for Bowel Sounds
    Zhang Xizheng
    Rui Yuanqing
    Wang Weixiong
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2010, 1 (05) : 26 - 31
  • [39] Polarization filtering constrained by classified energy in the wavelet domain
    Cheng, Bingjie
    Hu, Zhiquan
    Xu, Tianji
    Cao, Lun
    Shiyou Diqiu Wuli Kantan/Oil Geophysical Prospecting, 2015, 50 (05): : 815 - 823
  • [40] Nonlinear Adaptive Filtering with Dimension Reduction in the Wavelet Domain
    Huang, Tiffany
    Drake, Barry
    Aalfs, David
    Vidakovic, Brani
    2014 DATA COMPRESSION CONFERENCE (DCC 2014), 2014, : 408 - 408