Repeat-pass Synthetic Aperture Radar (SAR) imagery is useful for change detection. A disadvantage of SAR is the system-inherent speckle noise. This can be reduced by filtering. Various filter types and methods are described in the literature, but not one fits the speckle noise in change detection imagery. A new method is therefore developed in this paper. The new method is based on filtering the logarithmic-scaled ratio of SAR images. Logarithmic scaling changes the multiplicative speckle noise in the ratio-image into additive noise and alters the distribution, which simplifies and optimizes the subsequent filter process. The filter in the new method consists of an additive LLMMSE filter (Kuan et al. 1985), preceded by a structure detection...
In this paper, we propose an adaptive filtering technique for Synthetic Aperture Radar (SAR) images....
This study presents an automated approach towards the evaluation of speckle noise statistics in SAR...
Speckle filtering and detail preservation are two key issues in speckle suppression of Synthetic Ape...
SAR (Synthetic Aperture Radar) is a mechanism of radar communication crafted for the object reconstr...
The paper investigates how to optimize the performances of unsupervised log-ratio based change detec...
Speckle noise can reduce the image quality of synthetic aperture radar (SAR) and complicate image in...
Speckle noise can reduce the image quality of synthetic aperture radar (SAR) and complicate image in...
Speckle noise usually occurs in synthetic aperture radar (SAR) images owing to coherent processing o...
The speckle noise of synthetic aperture radar (SAR) images limits its application in change detectio...
To improve the suppression effect for the speckle noise of synthetic aperture radar (SAR) images and...
This paper presents the results of research on the effectiveness of different filtering methods dedi...
Speckle filtering and detail preservation are two key issues in speckle suppression of Synthetic Ape...
This paper presents a modified version of the information-theoretic feature in [1] for change detect...
Due to the inherent characteristics of the electromagnetic wave scattering phenomenon, synthetic ape...
Synthetic Aperture Radar (SAR) is a popular tool for airborne and space-borne remote sensing. Inhere...
In this paper, we propose an adaptive filtering technique for Synthetic Aperture Radar (SAR) images....
This study presents an automated approach towards the evaluation of speckle noise statistics in SAR...
Speckle filtering and detail preservation are two key issues in speckle suppression of Synthetic Ape...
SAR (Synthetic Aperture Radar) is a mechanism of radar communication crafted for the object reconstr...
The paper investigates how to optimize the performances of unsupervised log-ratio based change detec...
Speckle noise can reduce the image quality of synthetic aperture radar (SAR) and complicate image in...
Speckle noise can reduce the image quality of synthetic aperture radar (SAR) and complicate image in...
Speckle noise usually occurs in synthetic aperture radar (SAR) images owing to coherent processing o...
The speckle noise of synthetic aperture radar (SAR) images limits its application in change detectio...
To improve the suppression effect for the speckle noise of synthetic aperture radar (SAR) images and...
This paper presents the results of research on the effectiveness of different filtering methods dedi...
Speckle filtering and detail preservation are two key issues in speckle suppression of Synthetic Ape...
This paper presents a modified version of the information-theoretic feature in [1] for change detect...
Due to the inherent characteristics of the electromagnetic wave scattering phenomenon, synthetic ape...
Synthetic Aperture Radar (SAR) is a popular tool for airborne and space-borne remote sensing. Inhere...
In this paper, we propose an adaptive filtering technique for Synthetic Aperture Radar (SAR) images....
This study presents an automated approach towards the evaluation of speckle noise statistics in SAR...
Speckle filtering and detail preservation are two key issues in speckle suppression of Synthetic Ape...