Title :
Exploiting the polarimetric information for the detection of ship targets in non-homogeneous SAR images
Author :
Sciotti, Massimo ; Pastina, Debora ; Lombardo, Pierfrancesco
Author_Institution :
Dept. INFOCOM, La Sapienza Univ., Rome, Italy
Abstract :
Ship detection in polarimetric SAR images of non-homogeneous sea areas is considered. We demonstrate the impact of non-homogeneous sea features on the false alarm rate and the need of extracting the image structure. We thus introduce polarimetric segmentation procedures that cooperate with high-resolution polarimetric detection features for the control of the false alarms. Different polarimetric segmentation-plus-detection procedures are tested over real data to devise the appropriate method to exploit the polarimetric information.
Keywords :
feature extraction; image segmentation; marine radar; radar detection; radar imaging; radar polarimetry; ships; SAR; false alarm rate; feature extraction; image segmentation; marine radar; non-homogeneous images; nonhomogeneous SAR image; polarimetric SAR images; radar detection; radar imaging; radar polarimetry; ship; synthetic aperture radar; Computer vision; Data mining; Detection algorithms; Detectors; Image edge detection; Image segmentation; Marine vehicles; Sea surface; Surveillance; Testing;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
DOI :
10.1109/IGARSS.2002.1026297