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Volume 25 Issue 4
Apr.  2003
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Liu Zhenhua, Mao Shiyi. Adaptive edge detection algorithm of sar image[J]. Journal of Electronics & Information Technology, 2003, 25(4): 467-472.
Citation: Liu Zhenhua, Mao Shiyi. Adaptive edge detection algorithm of sar image[J]. Journal of Electronics & Information Technology, 2003, 25(4): 467-472.

Adaptive edge detection algorithm of sar image

  • Received Date: 2001-11-30
  • Rev Recd Date: 2002-06-13
  • Publish Date: 2003-04-19
  • Due to the multiplicative nature of the speckle noise in SAR images, for edge detecting of SAR images, few method can be found to detect edges efficiently while depress the speckle noise effects without too much false edges, especially in the low look number SAR image case. In this paper, discussions are presented on the improvement of Touzi ratio edge detect method and maximum likelihood method in the low look number SAR image case, and then an adaptive window technique is introduced into SAR image edge detection. The adaptive windows are applied to the two Constant False Alarm Ratio (CFAR) edge detection algorithms mentioned above and fine improvement has been achieved. The technique is also proper for other SAR image edge detection algorithms.
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  • P. Marthon, E. Cubero-Castan , An optimal multiedge detector for SAR image segmentation,IEEE Trans. on Geosci. and Remote Sensing, 1998, 36(3), 793-802.[2]R. Fjortoft, A. Lopes, J. Bruniquel, P. Marthon, Optimal edge detection and edge localization in complex SAR images with correlated speckle, IEEE Trans. on Geosci. and Remote Sensing,1999, 37(5), 2272-2281.[3]R. Touzi, A. Lopes, P. Bousquet, A statistical and geometrical edge detector for SAR images,IEEE Trans. on Geosci. and Remote Sensing, 1988, 26(6), 764-773.[4]C.J. Oliver, D. Blacknell, R. G. White Optimum edge detection in SAR, IEE Proc., Radar Sonar Navigation, 1996, 143(1), 31-40.[5]F. Bush, F. T. Ulaby, Fading charachteristics of panchromatic radar backscatter from selected agricultural targets, IEEE Trans. on Geosci. Electron., 1975, GE-13(4), 149-157.[6]刘振华,毛士艺,低视数SAR图像边缘检测算法研究,信号处理,2001,17(增刊),287-290. [7]C. Oliver, Understanding Synthetic Aperture Radar Image, Boston, London, Arrech House, 1998,88-131.[7]J.M. Park, W. J. Song, Speckle filtering of SAR images based on adaptive windowing, IEE Proc.-Vision. Image, Signal Process, 1999, 146(4), 191-197.[8]F.J. Martin, R. W. Turner, SAR speckle reduction by weighting filter, Int. J. Remote Sens, 1993,14(9), 1759-1774.
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