TAN Qu-lin, SHAO Yun, FAN Xiang-tao, et al. All Direction Auto-adaptive Dynamic Window filter for Noise Suppression in SLC SAR Image. [J]. Journal of Remote Sensing (6):464-469(2002)
TAN Qu-lin, SHAO Yun, FAN Xiang-tao, et al. All Direction Auto-adaptive Dynamic Window filter for Noise Suppression in SLC SAR Image. [J]. Journal of Remote Sensing (6):464-469(2002) DOI: 10.11834/jrs.20020611.
All Direction Auto-adaptive Dynamic Window filter for Noise Suppression in SLC SAR Image
可实现滤波窗口大小动态调整和窗口内参加滤波像素的自适应选择。对ERS SAR SLC图像试验结果表明
该算法对单视数SAR图像具有较强的Speckle抑制能力
且可较好地保持图像的纹理边界细节信息
有一定的实用价值。
Abstract
To smooth coherent speckle noise and preserve edge information in SLC SAR images as precise as possible
a new algorithm called all direction auto-adaptive dynamic window filtering method based on coherent speckle statistic characteristic and analysis of spatial filtering algorithms for SAR image
is developed in this paper. For every processing pixel the filtering window is divided into mutually exclusive all direct sub-windows according to the complexity of image texture and edge existence. Local relative standard deviation is used to determine whether local filtering window area is homogeneous. Kuan filter and a 3 x 3 directive operator are incorporated to process the SAR image. The proposed method can auto-adaptively modulate its filtering window size and selection of filtering pixels. The developed method is applied to a single-look ERS SAR image. Experimental result shows that the performance of the method is satisfactory in both speckle suppression and preservation of image details.