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Volume 25 Issue 8
Aug.  2003
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Zou Huanxin Jiang, Yongmei, Kuang Gangyao, Yu Wenxian . Detection algorithm of ship wakes of SAR image based on the speckle noise supression[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1051-1058.
Citation: Zou Huanxin Jiang, Yongmei, Kuang Gangyao, Yu Wenxian . Detection algorithm of ship wakes of SAR image based on the speckle noise supression[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1051-1058.

Detection algorithm of ship wakes of SAR image based on the speckle noise supression

  • Received Date: 2001-11-03
  • Rev Recd Date: 2002-12-25
  • Publish Date: 2003-08-19
  • The characteristics of ship wakes in SAR image is analysed, the model of speckle noise and its local statistic characteristics are also analyzed. A ship wake detection algorithm is proposed in this paper, which based on wavelet transform to suppress the speckle noise firstly and Radon transform to detect the ship wakes secondly. The results of data procession show that the proposed method is more efficient and more accurate to detect the ship wakes in SAR images than that of applying Radon transform to SAR images directly.
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  • R. Gasparovic, Observation of ship wakes from space, AIAA Space Programs and Technologies Conference, Huntsville. AL, March 1992, 24-27.[2]K. Oumansour, Y. Wang, J. Saillard, Multifrequency SAR observation of a ship wake, IEE Proc.Radar, Sonar and Navigation, 1996, 3(4), 275-280.[3]M.T. Rey, et al., Application of Radon transform techniques to wake detection in SeaSAT SAR images, IEEE Trans. on Geoscience and Remote Sensing, 1990, 28(4), 553-560.[4]A.C. Copeland, G. Ravichandran, M. M. Trivedi, Localized Radon transform-based detection of ship wakes in SAR images, IEEE Trans. on Geoscience and Remote Sensing, 1995, 33(1), 35-45.[5]K. Eldhuset, An automatic ship and ship wake detection system for spaceborne SAR images in coastal regions, IEEE Trans. on Geoscience and Remote Sensing, 1996, 34(4), 1010-1018.[6]J.W. Goodman, Statistical Properties of Laser Speckle Patterns, in Laser Speckle and Related Phenomena, J.C.Dainty, Ed., SpringerVerlag, Berlin, 1975, 9-75.[7]J.S. Lee, Digital image enhancement and noise filtering by use of local statistics, IEEE Trans.on PAMI, 1980, PAMI-2(2), 165-168.[8]陈桂明,张明照,戚红雨编著,应用MATLAB语言处理数字信号与数字图像,北京,科学出版社,2000,290-292.[9]H. Guo, J. E. Odegard, M. Lang, R. A. Gopinath, I. W. Selesnick, C. S. Burrus, Wavelet based speckle reduction with application to SAR based ATD/R, IEEE Int. Conf. on hnage Processing,Austin, TX, 1994, 1, 75-79.
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