Title :
Speckle reduction in multipolarization, multifrequency SAR imagery
Author :
Lee, Jong-Sen ; Grunes, Mitchell R. ; Mango, Stephen A.
Author_Institution :
US Naval Res. Lab., Washington, DC, USA
fDate :
7/1/1991 12:00:00 AM
Abstract :
An algorithm to take advantage of this polarization diversity to suppress the speckle effect with much less resolution broadening than using spatial filtering is discussed. The coupling between polarization channels is minimized by using local intensity ratios. The degree of speckle reduction is similar to two-look or three-look processing. The same algorithm can also be used to process multifrequency polarimetric SAR. For three-frequency aircraft SAR data speckle reduction equivalent to six-look processing can be achieved. Further speckle reduction is possible by applying speckle filters in the spatial domain. In addition, a vector speckle filter which operates simultaneously in the polarization and spatial domains is tested. Experimental results with simulated polarimetric SAR as well as one-look and multilook parametric SAR data demonstrate the effectiveness of these speckle reductions, with minimum resolution broadening and coupling between polarimetric and frequency channels. Comparisons with other algorithms are also made
Keywords :
computerised pattern recognition; computerised picture processing; geophysical techniques; geophysics computing; remote sensing by radar; speckle; SAR data speckle reduction; local intensity ratios; multifrequency SAR imagery; multifrequency polarimetric SAR; multilook parametric SAR data; multipolarisation SAR images; polarimetric-frequency channels coupling; polarisation channels coupling minimisation; polarisation-spatial domains filter; polarization diversity; resolution broadening; simulated polarimetric SAR; six-look processing; spatial domain; speckle filters; speckle suppression algorithm; synthetic aperture radar remote sensing; three-frequency aircraft; three-look processing; two-look image processing; vector speckle filter; Aircraft; Degradation; Filtering algorithms; Filters; Frequency; NASA; Polarization; Spatial resolution; Speckle; Testing;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on