Volume 32 Issue 10
Oct.  2007
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ZHANG Jing, WANG Guohong, LIN Xueyuan. Edge Detection in SAR Segmentation Based on Regularization Method[J]. Geomatics and Information Science of Wuhan University, 2007, 32(10): 864-867.
Citation: ZHANG Jing, WANG Guohong, LIN Xueyuan. Edge Detection in SAR Segmentation Based on Regularization Method[J]. Geomatics and Information Science of Wuhan University, 2007, 32(10): 864-867.
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Edge Detection in SAR Segmentation Based on Regularization Method

  • 1 Research Institute of Information Fusion, Naval Aeronautical Engineering Institute, Yantai Erma Road 188,Yantai 264001, China

Funds: 国家自然科学基金资助项目(60541001);全国优秀博士论文作者专项基金资助项目(200443)
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  • Received Date: July 27, 2007
  • Revised Date: July 27, 2007
  • Published Date: October 04, 2007
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    • Abstract
  • Clear and continuous edge feature is important to analyze and interpret SAR images. A new edge detection of SAR images is presented by analyzing regularization method. There are three steps. Firstly, using a modified regularization method reduce the speckle noise. Then, a statistical method is proposed to segment the target of interest. At last, edge detection is realized by a window method. Compared with traditional methods, experimental results with MSTAR dataset show that this method can maintain detail feature, resolve the broken edge and decrease noise efficiently. This algorithm has wonderful edge-detection performance.
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