A COMPARATIVE STUDY ON THE PERFORMANCE OF THE INSAR PHASE FILTERING APPROCHES IN THE SPATIAL AND THE WAVELET DOMAINS

被引:0
|
作者
Ben Abdallah, Wajih [1 ]
Abdelfattah, Riadh [1 ,2 ]
机构
[1] Univ Carthage, Higher Sch Commun Tunis, COSIM Lab, Tunis, Tunisia
[2] Telecom Bretagne, Inst Telecom, Dept ITI, F-29238 Brest 3, France
来源
ISPRS2013-SSG | 2013年 / 40-7-W2卷
关键词
WInPF; Lee filter; FAMM; WMF; Wavelet domain; Interferogram SAR; SAR; NOISE; INTERFEROMETRY; IMAGES;
D O I
10.5194/isprsarchives-XL-7-W2-43-2013
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
In this paper, we studied and tested different filtering approaches of the SAR interferograms in the spatial and wavelet domains. In the spatial domain, we applied the classic Lee filter and the Weighted Median Filter WMF. In the wavelet domain, we tested a noise reduction algorithm WInP proposed by Lopez and Fabregas and its enhanced version FAMM developed by Abdelfattah and Bouzid. Those filters are validated with different SAR interferograms provided by Radarsat-2, Envisat, ERS-2 and COSMO-SkyMed SLC data acquired over regions of Mahdia and Ben Guerden in Tunisia. The aim of this study is to select the optimal filtering approach with respect to the fringe pattern in the interferogram. This selection is based on the Digital Elevation Model error computed between the filtered unwrapping phase image and the Global ASTER DEM of the same regions and verified with simulated interferograms.
引用
收藏
页码:43 / 48
页数:6
相关论文
共 50 条
  • [1] Novel InSAR phase filtering method in wavelet domain integrated with local frequency estimation
    Li, Fang-Fang
    Lin, Xue
    Hu, Dong-Hui
    Ding, Chi-Biao
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2015, 37 (12): : 2719 - 2724
  • [2] Removal of the phase oscillation observed in wavelet analysis in terms of spatial filtering
    Iima, M
    Toh, S
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 1998, 67 (12) : 4068 - 4073
  • [3] MMSE filtering of generalised signal-dependent noise in spatial and shift-invariant wavelet domains
    Argenti, F
    Torricelli, G
    Alparone, L
    SIGNAL PROCESSING, 2006, 86 (08) : 2056 - 2066
  • [4] A Study of Land Subsidence with PS-InSAR Method Based on Wavelet Phase Analysis
    Wang, Fan
    Huang, Zhaoquan
    Zhang, Dengrong
    2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3, 2009, : 1468 - 1473
  • [5] Comparative study of SAR interferometric phase filtering algorithms
    Danisor, Cosmin
    Pepe, Antonio
    ADVANCED TOPICS IN OPTOELECTRONICS, MICROELECTRONICS, AND NANOTECHNOLOGIES IX, 2018, 10977
  • [6] EXPERIMENTAL STUDY ON WAVELET-LIKE DECOMPOSITION BASED ON FILTERING IN DOMAINS OF DISCRETE TRIGONOMETRIC TRANSFORMS
    Korohoda, Przemyslaw
    Dabrowski, Adam
    SPA 2010: SIGNAL PROCESSING ALGORITHMS, ARCHITECTURES, ARRANGEMENTS, AND APPLICATIONS CONFERENCE PROCEEDINGS, 2010, : 16 - +
  • [7] Comparative study of pattern correlation using Mexican hat and Coiflet wavelet-based filtering
    Andres Suarez, Diego
    Salazar, Angel
    OPTICS COMMUNICATIONS, 2009, 282 (21) : 4203 - 4209
  • [8] Comparative study of ECG signal denoising by wavelet thresholding in empirical and variational mode decomposition domains
    Lahmiri, Salim
    HEALTHCARE TECHNOLOGY LETTERS, 2014, 1 (03) : 104 - 109
  • [9] A study on reducing of the focal spot size using spatial filtering and phase apodization
    Savelyev, D.
    INTERNATIONAL CONFERENCE OF YOUNG SCIENTISTS AND SPECIALISTS OPTICS-2015, 2016, 735
  • [10] Comparative Study of DEM Reconstruction Accuracy Between Single- and Multibaseline InSAR Phase Unwrapping
    Lan, Yang
    Yu, Hanwen
    Yuan, Zhihui
    Xing, Mengdao
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60