Research Article | OPEN ACCESS
Speckle Suppression Method for SAR Image
1, 2Changjun Huang, 1Jiming Guo, 1Xiaodong Yu and 1Changzheng Yuan
1School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China
2School of Municipal and Surveying Engineering, Hunan City University, Yiyang 413000, China
Research Journal of Applied Sciences, Engineering and Technology 2013 14:3661-3666
Received: March 10, 2012 | Accepted: January 11, 2013 | Published: April 20, 2013
Abstract
In this study, a new speckle reduction method was proposed in terms of by Bidimensional Empirical Mode Decomposition (BEMD). In this method, the SAR image containing speckle noise was decomposed into a number of elementary components by using BEMD and then the extremal points are done the boundary equivalent extension after screening and the residual continue to be done the boundary equivalent extension until screening is completed, finally, the image was reconstructed, which reduced the speckle noise. Experimental results show that this method has good effect on suppressing speckle noise, compared to the average filter, median filter and gaussian filter and has advantages of sufficiently retaining edge and detail information while suppressing speckle noise.
Keywords:
BEMD, noise suppression, SAR image, speckle noise,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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