Two-dimensional zero intermediate frequency vector filtering method for SAR interferograms

被引:0
|
作者
Jin, Guowang [1 ]
Xu, Qing [1 ]
Gong, Zhihui [1 ]
Qin, Zhiyuan [1 ]
机构
[1] Informat Engn Univ, Inst Surveying & Mapping, Zhengzhou, Peoples R China
关键词
InSAR; interferogram; zero intermediate frequency vector (ZIFV) filtering; noise;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new filtering algorithm for SAR interferograms. The proposed algorithm assimilates the idea of zero intermediate frequency (ZIF) in radio technique. It transforms the raw interferogram to the zero intermediate frequency (ZIF) one and then filters it by vector filter. So, it is called as zero intermediate frequency vector (ZIFV) filtering. Firstly, the raw intergerogram is mapped to a vector interferogram, which includes the sine signal and the cosine one. Secondly, the vector interferogram is transformed to spectrum by using two-dimensional fast Fourier transform (FFT). Thirdly, the zero intermediate frequency is calculated and then a new reference interferogram is derived from it. And then, the ZIFV interferogram is calculated from the reference interferogram and the raw interferogram. Finally, the ZIFV interferogram is filtered by vector filtering method and the filtering result of the raw interferogram is obtained. Experiments show that the new ZIFV filtering algorithm can resolve the difficulty in dealing with dense fringe in SAR interferograms. The filtering effect is excellent for interferograms, especially for dense fringes.
引用
收藏
页码:1636 / +
页数:2
相关论文
共 50 条
  • [1] A Discontinuity-Guided Two-Dimensional Phase Unwrapping Method for SAR Interferograms
    Zhong, Wenjie
    Li, Jia
    Li, Xin
    Feng, Juanjuan
    Guo, Lei
    Li, Zhiqiang
    Wu, Junhui
    Kong, Lingshuai
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 9309 - 9323
  • [2] Filtering method for SAR interferograms with strong noise
    Li, Z. W.
    Ding, X. L.
    Huang, C.
    Zheng, D. W.
    Zou, W. B.
    Shea, Y. K.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (14) : 2991 - 3000
  • [3] Robust Two-Dimensional Phase Unwrapping for Multibaseline SAR Interferograms: A Two-Stage Programming Approach
    Yu, Hanwen
    Lan, Yang
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (09): : 5217 - 5225
  • [4] A New Robust Method for Two-Dimensional Inverse Filtering
    Fuller, Megan M.
    Lim, Jae S.
    VISUAL INFORMATION PROCESSING AND COMMUNICATION VI, 2015, 9410
  • [5] Measurement of two-dimensional vector velocity using spatial filtering technique
    Li, P
    Ma, BM
    Zhang, BR
    Qu, XM
    AUTOMATED OPTICAL INSPECTION FOR INDUSTRY: THEORY, TECHNOLOGY, AND APPLICATIONS II, 1998, 3558 : 394 - 396
  • [6] TWO-DIMENSIONAL PHASE UNWRAPPING FOR MULTI-BASELINE SAR INTERFEROGRAMS: TIME-SERIES TSPA
    Yan, Yan
    Wang, Yong
    Yu, Hanwen
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 7961 - 7964
  • [7] A novel method for two-dimensional frequency estimation
    Wang, JS
    Shen, ZX
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (02) : 148 - 151
  • [8] Discrete phase reconstruction technique for two-dimensional interferograms
    Ahmad, FH
    Castellane, RM
    Durst, BP
    IEE PROCEEDINGS-OPTOELECTRONICS, 2004, 151 (01): : 6 - 11
  • [9] An empirical interpolation method for two-dimensional vector fields and vector measurements
    Silva, Francesco A. B.
    Lorenzi, Stefano
    Cammi, Antonio
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2021, 122 (15) : 3733 - 3748
  • [10] Refined Fourier-transform method of analysis of full two-dimensional digitized interferograms
    Lovric, D
    Vucic, Z
    Gladic, J
    Demoli, N
    Mitrovic, S
    Milas, M
    APPLIED OPTICS, 2003, 42 (08) : 1477 - 1484