DocumentCode :
2665995
Title :
Distributed target detection in SAR images using improved chaos-based method
Author :
Yafei, Zhang ; Minhui, Zhu ; Jinsong, Chong
Author_Institution :
Chinese Acad. of Sci., Beijing
fYear :
2007
fDate :
23-28 July 2007
Firstpage :
929
Lastpage :
932
Abstract :
Detection of distributed targets such as internal wave or ship wake on sea surface in Synthetic Aperture Radar (SAR) images is an important application of ocean microwave remote sensing. The chaotic characteristic of sea clutter gives some clues to targets detection on sea surface. Speckle, the inherent noise of SAR image, will affect the predictive accuracy of sea clutter adversely and reduce the detection performance of radar. In order to apply the chaotic characteristic of sea clutter to targets detection in SAR images more effectively, an improved chaos-based detection method is proposed in this paper. First, speckle noise is suppressed by undecimated wavelet transform (UWT), and then targets are detected on the basis of the chaotic characteristic of sea clutter from the denoised SAR images. Experimental results prove that the method proposed in this paper is effective for the distributed targets detection in SAR ocean images.
Keywords :
chaos; object detection; oceanographic techniques; radar clutter; remote sensing; synthetic aperture radar; wakes; wavelet transforms; SAR images; chaos-based method; distributed target detection; image noise; internal wave; ocean microwave remote sensing; sea clutter; sea surface; ship wake; speckle; synthetic aperture radar; undecimated wavelet transform; Chaos; Clutter; Marine vehicles; Object detection; Oceans; Radar detection; Sea surface; Speckle; Surface waves; Synthetic aperture radar; SAR images; chaos; sea clutter; target detection; undecimated wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
Type :
conf
DOI :
10.1109/IGARSS.2007.4422950
Filename :
4422950
Link To Document :
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