Robust despeckle for SAR image using multiscale autoregressive model

被引:0
|
作者
Wen, Xianbin [1 ]
Zhang, Hua [1 ]
Tian, Zheng [2 ]
机构
[1] Tianjin Univ Technol, Dept Comp Sci & Engn, Tianjin 300191, Peoples R China
[2] Northwestern Polytech Univ, Xian 710072, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We propose a novel, robust and multiscale despeckling method, based on the robust multiscale scale-recursive estimation algorithm of multiscale autoregressive (MAR) model on dyadic tree. First, a suitable MAR model, which provide a powerful frame work for describing random process and fields that evolve in scale, is selected to model SAR image. Then, filtering for the image is given based on the robust scale-recursive optimal estimation algorithm. The proposed algorithm is not only, computationally efficient but also capable of generating error statistics, as desired Experiments over SAR images confirm the robustness of the filtering algorithm we proposed.
引用
收藏
页码:334 / +
页数:2
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