DocumentCode
1876864
Title
Edge detection from polarimetric SAR images using polarimetric whitening filter
Author
Deng, Shaoping ; Zhang, Jixian ; Li, Pingxiang ; Huang, Guoman
Author_Institution
State Key Lab. for Inf. Eng. in Surveying, Wuhan Univ., Wuhan, China
fYear
2011
fDate
24-29 July 2011
Firstpage
448
Lastpage
451
Abstract
A new edge detector for polarimetric SAR images based on polarimetric whitening filter aiming at making better use of polarimetric information is proposed. The relativity between different polarization channels including the phase difference and correlation efficient is better utilized in the new algorithm. Therefore, the missing rate is reduced, the continuity of detected edges is enhanced, and the false edge rate is decreased. Experimental results using simulated and real polarimetric SAR data both revealed that the polarimetric information in the SAR data is better utilized in the new algorithm, and the performance for edge detection is better than the typical multichannel ratio of averages algorithms.
Keywords
edge detection; geophysical image processing; radar imaging; radar polarimetry; synthetic aperture radar; edge detection; polarimetric SAR images; polarimetric whitening filter; polarization channel; Covariance matrix; Detectors; Equations; Image edge detection; Information filters; Speckle; Edge Detection; Polarimetric SAR; Polarimetric Whitening Filter; Radar; SAR;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6049161
Filename
6049161
Link To Document