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二维多级中值滤波技术在随机噪声消除中的应用初探

Preliminary study of using 2D multi-level median filtering technique to eliminate random noises

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【作者】 刘财王典刘洋王培茂李勤学

【Author】 Liu Cai,Wang Dian,Liu Yang,Wang Pei-mao and Li Qin-xue.Earth Survey Science and technology Institute,Jilin University (Chaoyang Campus),Changchun City,Jilin Province,130026,China

【机构】 吉林大学地球探测科学与技术学院吉林大学地球探测科学与技术学院江苏工业学院大庆石油管理局 吉林省长春市朝阳校区130026

【摘要】 二维多级中值滤波技术是信号处理中的一项成熟技术,它不仅具有自适应性,而且具有窗口的可变性。本文将这项技术用于地震勘探中的噪声压制,重点分析了噪声条件与滤波因子长度的关系。本文中定义的噪声条件包括噪声强度及噪声分布密度两个因素。当噪声条件固定时,二维多级中值滤波效果以5点滤波长度为最佳;当固定噪声密度时,改变噪声强度对滤波长度的选取不起决定性作用;当固定噪声强度,改变噪声密度对滤波长度有很大的影响。此法通过实际资料的处理,不仅能有效地压制随机噪声,而且在一定程度上削弱了浅层折射干扰

【Abstract】 2D multi-level median filtering technique is a mature technique in signal processing,which has not only auto-adapted ability,but also has changeable feature of windows.The paper uses this technique to eliminate the noises in seismic exploration,and emphasizes analysis of the relationship between the noise conditions and the length of filtering factor.The noise conditions defined by the paper include two factors:noise strength and noise distribution density.The effects of 2D multi-level median filtering are better by selecting the filtering length as 5 points when the noise conditions are fixed;changing the noise strength has no determinate role for selection of filtering length when noise density is fixed;changing noise density has significant influence on filtering length when noise strength is fixed.It is shown by practical data processing that the method not only can effectively suppress random noises,but also can reduce the shallow refraction interference in some degree.

  • 【文献出处】 石油地球物理勘探 ,Oil Geophysical Prospecting , 编辑部邮箱 ,2005年02期
  • 【分类号】P631.4
  • 【被引频次】32
  • 【下载频次】420
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