| 一种局部自适应的干涉相位图滤波方法 |
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| 引用本文： | 黄柏圣, 许家栋. 一种局部自适应的干涉相位图滤波方法[J]. 武汉大学学报 ( 信息科学版), 2009, 34(7): 818-821. |
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| 作者姓名： | 黄柏圣 许家栋 |
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| 作者单位： | 1西北工业大学电子信息学院,西安市友谊西路127号710072 |
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| 基金项目： | 陕西省自然科学基础研究计划资助项目(2006F15)；西北工业大学科技创新基金资助项目(2006CR11) |
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| 摘 要： | 提出了一种基于局部频率估计的自适应干涉相位图滤波方法。首先,利用相似最大似然法对干涉相位图进行局部频率估计,根据局部频率估计值,求取滤波窗口大小和旋转角度,通过内插求取滤波窗口内的像素值,使窗口内的像素更协调一致;然后,利用Lee滤波算法对窗口内的像素进行处理。仿真与实测数据处理结果表明,该方法不仅能有效抑制干涉相位噪声,而且能很好地保持干涉条纹的细节信息。
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| 关 键 词： | 干涉相位图滤波 局部条纹频率估计 相似最大似然 |
| 收稿时间： | 2009-05-06 |
| 修稿时间： | 2009-05-06 |
A Locally Adaptive Filter for Noise Filtering of InSAR Interferogram |
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| HUANG Baisheng, XU Jiadong. A Locally Adaptive Filter for Noise Filtering of InSAR Interferogram[J]. Geomatics and Information Science of Wuhan University, 2009, 34(7): 818-821. |
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| Authors: | HUANG Baisheng XU Jiadong |
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| Affiliation: | 1 School of Electronic and Information,Northwestern Polytechnical University,127 West Youyi Road,Xi'an 710072,China |
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| Abstract: | An adaptive filtering approach for interferograms is proposed,which is a modification to the Lee adaptive complex filter.Firstly,the approximate maximum-likelihood(AML) method is introduced.Based on local frequency estimation,the sizes and rotation angle of the filtering window are calculated.The pixels in the filtering window are obtained by an interpolation to make the pixels in the filtering window have more approximately homogeneous values.Secondly,the results are obtained by Lee filtering method.Experimental results show that the proposed method can filter the phase noise effectively,and preserve the details of interferometric fringes better. |
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| Keywords: | interferogram filtering local fringe rates approximate maximum-likelihood |
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