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THE CONTRAST RESEARCH OF THE METHODS OF RESTRAINING THE SPECKLE NOISE OF SAR IMAGES

机译:抑制SAR图像斑点噪声方法的对比研究

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There commonly exists speckle noise in the SAR images. It badly disturbs the extraction and interpretation of the information of the objects, influences the application of the SAR images. So it has important meaning to reduce the speckle noise in the SAR images. In this paper, the mechanism and mathematical model of the speckle noise is firstly analyzed. Then the methods of filtering speckle noise is introduced, especially several local region adaptive filters. Two filter models are summarized to direct the construction of the new filter. Then for the typical filter, the contrast tests are carried out. At the last, it brings out a quantitative evaluation index to direct the filtering the speckle noise and the construction of the new filter.
机译:在SAR图像中通常存在斑点噪声。它严重扰乱了对象信息的提取和解释,影响SAR图像的应用。因此,它具有重要的意义,可以减少SAR图像中的斑点噪声。在本文中,首先分析了斑点噪声的机制和数学模型。然后引入过滤斑点噪声的方法,尤其是几个局部区域自适应滤波器。总结了两个过滤器模型以指示新滤波器的构造。然后针对典型的滤波器,执行对比度测试。最后,它带出了定量评估指标,以指示过滤散斑噪声和新滤波器的构造。

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