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一种结合空间信息的星载SAR图像舰船目标检测算法 被引量:2

A ship detection method from spaceborne SAR imagery combined with spatial information
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摘要 针对常规恒虚警率(CFAR)方法对低信杂比合成孔径雷达(SAR)图像舰船目标检测效果不佳的问题,提出一种结合空间信息的星载SAR图像舰船目标检测方法。该方法通过将像素的空间信息与灰度信息相结合构造联合图像,以提高目标与背景的对比度,然后对联合图像进行CFAR检测。基于不同分辨力实测星载SAR图像舰船目标检测的实验结果表明,与直接基于CFAR的方法相比,该方法对低信杂比SAR图像具有更好的检测性能。 A ship detection method from spaceborne Synthetic Aperture Radar(SAR) imagery combined with spatial information is proposed. It combines the spatial and gray information to construct a combined image to enhance the contrast, followed by a Constant False Alarm Rate(CFAR) detection. Experimental results based on various real data demonstrate that compared to the conventional CFAR, the proposed method performs well in low SCR images in different resolutions.
出处 《太赫兹科学与电子信息学报》 2017年第6期972-977,共6页 Journal of Terahertz Science and Electronic Information Technology
关键词 合成孔径雷达 舰船检测 空间信息 恒虚警率 Synthetic Aperture Radar ship detection spatial information Constant False Alarm Rate
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  • 1陈体刚,李彦佐.全极化SAR图像中相干矩阵特征值及其应用[J].信息与电子工程,2005,3(3):161-166. 被引量:6
  • 2LI J,Zelnio E G. Target Detection with Synthetic Aperture Radar[J].{H}IEEE Transactions on Aerospace and Electronic Systems,1996,(02):613-627.
  • 3LIAO M,WANG C,Wang Y. Using SAR Images to Detect Ships from Sea Clutter[J].{H}IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2008,(02):194-198.
  • 4Novak L M,Burl M C,Irving W W. Optimal Polarimetric Processing for Enhanced Target Detection[J].{H}IEEE Transactions on Aerospace and Electronic Systems,1993,(01):234-244.
  • 5Chaney R D,Bud M C,Novak L M. On the Performance of Polarimetric Target Detection Algorithms[J].IEEE Aerospace Electronic Systems Magazine,1990,(11):10-15.
  • 6Novak L M,Sechten M B,Cardullo M J. Studies of Target Detection Algorithms that Use Polarimetric Radar Data[J].{H}IEEE Transactions on Aerospace and Electronic Systems,1989,(02):150-165.
  • 7Touzi R,Charbonneau F,Hawkins R H. Ship-Sea Contrast Optimization When using Polarimetric SARs[A].{H}Sydney,Australia,2001.426-428.
  • 8CHEN J,CHEN Y,YANG J. Ship Detection using Polarization Cross-Entropy[J].{H}IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2009,(04):723-727.
  • 9YANG J,DONG G,PENG Y. Generalized Optimization of Polarimetric Contrast Enhancement[J].{H}IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2004,(03):171-174.
  • 10YANG J,ZHANG H,YAMAGUCHI Y. GOPCE Based Approach to Ship Detection[J].{H}IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2012,(06):1089-1093.

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