Speckle Noise Filtering for Sea SAR Image

被引:2
|
作者
Jiang, Yongxin [1 ]
Wang, Xiaotong [1 ]
Xu, Xiaogang [1 ]
Ye, Xiyong [1 ]
机构
[1] Dalian Naval Acad, Dalian 116018, Peoples R China
关键词
D O I
10.1109/GCIS.2009.219
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aliasing of the speckle noise and echo information of sea SAR blurs the structure character of sea SAR image. It is difficult that to enhance structure character of sea SAR image Aiming at this difficulty, we propose a amalgamation frame based on EMD and Holder exponent. The frame can effectively filter the speckle noise and enhance the structure character which finally can be seen by people's eyes. Using the different frequency character of each level, the content of each level noise and non-noise are analyzed and Holder exponent of each level is adjusted And the speckle noise of simple SAR image in different scale is filtered At last, we obtain the new denoised SAR image. The experiment result indicates that speckle noise of our result is substantially, decreased and the structure character and texture of the result is clearer And ours eyes can distinguish the character of sea SA R image So that it proves that our filtering algorithm is effective to filler the speckle noise of sea SAR image.
引用
收藏
页码:523 / 527
页数:5
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