干涉SAR相位条纹的鲁棒加权圆周期滤波 |
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引用本文: | 穆冬,朱兆达,张焕春.干涉SAR相位条纹的鲁棒加权圆周期滤波[J].数据采集与处理,2001,16(3):299-303. |
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作者姓名: | 穆冬 朱兆达 张焕春 |
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作者单位: | 1. 南京航空航天大学自动化学院, 2. 南京航空航天大学信息科学与技术学院, |
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基金项目: | 国家自然科学基金(编号:60082002)资助项目. |
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摘 要: | 对相位条纹的降噪滤波,是干涉SAR成像中必须的步骤之一,由于相位条纹自身的特点,通常的滤波方法不能用来实现这一滤波。本文首先阐述了相位条纹的主要特点,圆周期性,各点可信度不同和噪声分布拖尾;然后详细介绍了已有的周期均值滤波法,包括对其原理和性能的讨论;在此基础上,给出了一种新的鲁棒加权圆周期滤波方法,包拓该方法的指导思想和具体实现,最后给出了将新老方法用于由SIR-C/X-SAR原始数据产生的相位条纹的降噪滤波的实验结果,并对比了滤波效果。
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关 键 词: | 合成孔径雷达 鲁棒加权圆周期滤波 相位条纹 降噪滤波 |
文章编号: | 1004-9037(2001)03-0299-05 |
修稿时间: | 2000年7月31日 |
Robust Weighted Periodic Pivoting Filtering of Phase Fringe for InSAR |
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Abstract: | Noise reducing of interferometric phase fringe is a nec essary step for the image formation of InSAR, but general low-pass filtering ca n not apply it due to its specific features. Firstly, characte ristics of the phase fringe, such as circular period, uneven credibility and he avy-tailed distribution are explained. Secondly, a usual periodic pivoting filt ering is discussed in detail, including its principle and effect. Then, a new ro bust weighted periodic pivoting filtering is designed and its principle is disc ussed; Finally, experimental results of the two filters, using the phase fringe produced from the raw data of SIR-C/X-SAR, are compared. |
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Keywords: | filtering phase interferometry synthetic ap erture radar (SAR) |
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