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基于子视数据相关性的极化合成孔径雷达图像噪声抑制 被引量:1
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作者 刘坤 马文萍 刘红英 《兵工学报》 EI CAS CSCD 北大核心 2015年第7期1288-1294,共7页
基于极化合成孔径雷达(Pol SAR)的子视数据相关性提出了一种新的非局部滤波器。非局部算法在一个较大的空域中搜寻待滤波元素所在图像块的相似图像块,并以基于它们的相似程度来对图像数据进行加权滤波。因而相似度计算在非局部滤波器里... 基于极化合成孔径雷达(Pol SAR)的子视数据相关性提出了一种新的非局部滤波器。非局部算法在一个较大的空域中搜寻待滤波元素所在图像块的相似图像块,并以基于它们的相似程度来对图像数据进行加权滤波。因而相似度计算在非局部滤波器里起到至关重要的作用。PolSAR图像子视数据之间的相关性包含有较对应的多视数据点之间更多的信息,这些信息有利于更加精准的计算非局部滤波器中相似度的估计。新提出的滤波器通过假设检验来估计两组子视数据集是否同质,并以此为依据估计图像块之间的相似性。通过对同质区域的加权滤波实现对Pol SAR数据的噪声抑制。对比实验证实了新提出的滤波器的有效性和优异性能。 展开更多
关键词 信息处理技术 遥感图像 极化合成孔径雷达 相干斑 非局部 子视数据 假设检验
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Seismic data analysis based on spatial subsets 被引量:2
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作者 蔡希玲 刘学伟 +2 位作者 李虹 钱宇明 吕英梅 《Applied Geophysics》 SCIE CSCD 2009年第4期384-392,395,共10页
There are some limitations when we apply conventional methods to analyze the massive amounts of seismic data acquired with high-density spatial sampling since processors usually obtain the properties of raw data from ... There are some limitations when we apply conventional methods to analyze the massive amounts of seismic data acquired with high-density spatial sampling since processors usually obtain the properties of raw data from common shot gathers or other datasets located at certain points or along lines. We propose a novel method in this paper to observe seismic data on time slices from spatial subsets. The composition of a spatial subset and the unique character of orthogonal or oblique subsets are described and pre-stack subsets are shown by 3D visualization. In seismic data processing, spatial subsets can be used for the following aspects: (1) to check the trace distribution uniformity and regularity; (2) to observe the main features of ground-roll and linear noise; (3) to find abnormal traces from slices of datasets; and (4) to QC the results of pre-stack noise attenuation. The field data application shows that seismic data analysis in spatial subsets is an effective method that may lead to a better discrimination among various wavefields and help us obtain more information. 展开更多
关键词 spatial subset 3D visualization high density sampling noise attenuation data analysis
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