A PolSAR image speckle filtering method preserving point targets and dominant scattering mechanisms. Issue 19 (2nd October 2018)

• Record Type: Journal Article
• Authors: Yi, Huiguo; Yang, Jie; Li, Pingxiang; Shi, Lei; Sun, Weidong; Zhao, Jinqi; Liu, Jun
• Is Part Of: International journal of remote sensing. Volume 39:Issue 19(2018)
• Page Start: 6061
• Page End: 6075
• Publication Date: 2018-10-02
• Subjects: Remote sensing -- Periodicals; Télédétection -- Périodiques; 621.3678
• DOI: 10.1080/01431161.2017.1390274
• Languages: English
• ISSNs: 0143-1161

Abstract

ABSTRACT: A new approach in polarimetric synthetic aperture radar (PolSAR) speckle filtering is proposed in this article. The proposed method preserves both point targets and dominant scattering mechanisms. The point targets are detected based on the span image, and they are then neither filtered nor involved in the other pixels' filtering. To achieve the protection of the dominant scattering mechanism of each pixel, only pixels of the same dominant scattering mechanism as the centre pixel are included in the selection of the homogeneous pixels. Both point targets not being filtered and fact that only pixels of the same dominant scattering mechanism are included in the selection of the homogeneous pixels, which greatly improves the filtering efficiency. A likelihood-ratio test statistic based on the PolSAR covariance matrices is applied to determine the homogeneous pixels. Finally, the speckle filtering is processed using the weighted minimum mean square error estimator on the homogeneous pixels. We demonstrate the obvious advantages of the proposed method over other algorithms in the preservation of point targets and dominant scattering mechanisms, speckle suppression, protection of detail information, and maintenance of polarization information, by the use of both simulated and real PolSAR data.