全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
遥感学报  2002 

All Direction Auto-adaptive Dynamic Window filter for Noise Suppression in SLC SAR Image
全方向自适应动态窗口SAR斑点噪声抑制算法

Keywords: SAR noise,all direction,dynamic window,auto-adaptive filter
合成孔径雷达
,斑点噪声,动态窗口,自适应滤波,遥感图像处理

Full-Text   Cite this paper   Add to My Lib

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.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133