DocumentCode
1152615
Title
Ship Detection Using Polarization Cross-Entropy
Author
Chen, Jiong ; Chen, Yilun ; Yang, Jian
Author_Institution
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Volume
6
Issue
4
fYear
2009
Firstpage
723
Lastpage
727
Abstract
In this letter, polarization cross-entropy is introduced based on the eigendecomposition of the polarimetric coherence matrix. Then, the new parameter is employed for ship detection. From experimental results, it is derived that the distribution of the polarization cross-entropy in ocean regions can be well approximated by a generalized exponential distribution. Then, a constant-false-alarm-rate ship-detection method is proposed based on the distribution of the polarization cross-entropy. Using experimental results, the authors demonstrate the effectiveness of the new method in ship detection.
Keywords
approximation theory; eigenvalues and eigenfunctions; electromagnetic wave polarisation; entropy; exponential distribution; marine radar; radar polarimetry; ships; synthetic aperture radar; approximation theory; eigendecomposition; exponential distribution; false-alarm-rate ship-detection method; ocean region; polarimetric SAR; polarimetric coherence matrix; polarization cross-entropy; Cross-entropy; detection; polarization;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2009.2024224
Filename
5175395
Link To Document