GUO Jiming, HUANG Changjun, YU Xiaodong, CHEN Yuanhong. An Improved BEMD Method for SAR Image Noise Suppression[J]. Geomatics and Information Science of Wuhan University, 2013, 38(12): 1445-1450.
Citation: GUO Jiming, HUANG Changjun, YU Xiaodong, CHEN Yuanhong. An Improved BEMD Method for SAR Image Noise Suppression[J]. Geomatics and Information Science of Wuhan University, 2013, 38(12): 1445-1450.

An Improved BEMD Method for SAR Image Noise Suppression

Funds: 中央高校基本科研业务费专项资金资助项目(2012214020209);湖南省教育厅科研基金资助项目(12C0566)
More Information
  • Received Date: October 20, 2013
  • Revised Date: December 04, 2013
  • Published Date: December 04, 2013
  • For boundary pollution problems occurring during the process of SAR image noisesuppression by bidimensional empirical mode decomposition(BEMD),an improved BEMDmethod of image denoising is proposed.In this method,the noisy SAR image is decomposedinto detail parts and contour parts using BEMD.First,the extreme points are triangulated,and interpolation boundaries equivalents are extended.Then,the surfaces of the IMF com-ponents after interpolation are decomposed,and the IMF components with noise after the de-composition are processed by wavelet filtering.Finally,images are reconstructed.Experi-mental results show that this method effecive for suppressing speckle noise,as compared tothe bidimensional empirical mode decomposition,and has sufficiently advantages when retai-ning edges and detail information while suppressing noise.
  • Related Articles

    [1]GENG Jianghui, YAN Zhe, WEN Qiang. Multi-GNSS Satellite Clock and Bias Product Combination: The Third IGS Reprocessing Campaign[J]. Geomatics and Information Science of Wuhan University, 2023, 48(7): 1070-1081. DOI: 10.13203/j.whugis20230071
    [2]CHEN Guo, WEI Na, ZHAO Qile, CAI Hongliang, XU Tianhe. Research on the Combination of Station Coordinate Products Derived from Multiple Analysis Centers[J]. Geomatics and Information Science of Wuhan University, 2019, 44(9): 1289-1295. DOI: 10.13203/j.whugis20170363
    [3]LIU Yanyan, YE Shirong, JIANG Peng, HUANG Zhihua, CHEN Hao, DU Zhongj in. Investi gation  to Discontinuit y in  the  IGS Final  Ephemeris and Corresponding Treatment[J]. Geomatics and Information Science of Wuhan University, 2014, 39(10): 1174-1178.
    [4]WANG Xiaoming, CHENG Yingyan, JIANG Zhihao, LIU Li. Discussion on Different Methods for Processing Regional GPS Geodetic Network by Connecting IGS Tracing Stations[J]. Geomatics and Information Science of Wuhan University, 2013, 38(4): 416-420.
    [5]LIN Xiaojing, GUO Fei, LV Cuixian, XU Yun. Impacts of Sampling Rates of IGS Satellite Clock on Convergence of Precise Point Positioning[J]. Geomatics and Information Science of Wuhan University, 2010, 35(6): 683-686.
    [6]ZHANG Xiaohong, GUO Fei, LI Xingxing. Impact of Sample Rate of IGS Satellite Clock on Precise Point Positioning[J]. Geomatics and Information Science of Wuhan University, 2010, 35(2): 152-155.
    [7]WEI Na, SHI Chuang, LI Min, ZOU Rong. Analysis and Assessments of IGS Products Consistencies[J]. Geomatics and Information Science of Wuhan University, 2009, 34(11): 1363-1367.
    [8]GUO Jinyun, HWANG Cheinway, TSENG Zipang, HAN Yanben. Determination of High-Rate Clock Corrections for GPS Satellites from Observations of IGS Stations[J]. Geomatics and Information Science of Wuhan University, 2008, 33(7): 706-710.
    [9]SUN Haiyan, CHENG Yijun. Numerical Analysis of Perturbation Forces of GPS Satellites[J]. Geomatics and Information Science of Wuhan University, 2007, 32(12): 1135-1138.
    [10]YAO Yibin, SHI Chuang. On Non-linear Motion of IGS Station[J]. Geomatics and Information Science of Wuhan University, 2007, 32(5): 423-426.

Catalog

    Article views (994) PDF downloads (478) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return