Random noise elimination based on the time-space variant median filtering

被引:0
|
作者
Sun Z. [1 ]
Wang J. [1 ]
Wang J. [1 ]
Yu M. [1 ]
Zhang K. [1 ]
机构
[1] Acquisition Technique Support Department, BGP Inc., CNPC, Zhuozhou, 072751, Hebei
[2] Development and Production Seismic Department, BGP Inc., CNPC, Zhuozhou, 072750, Hebei
来源
Sun, Zhe (fantasy_spz@aliyun.com) | 2016年 / Science Press卷 / 51期
关键词
Filtering direction; Filtering length; Median filtering method; Random noise; Time-space variant;
D O I
10.13810/j.cnki.issn.1000-7210.2016.06.007
中图分类号
学科分类号
摘要
Classical one-dimensional median filtering methods have some defects such as singleness in filtering direction and filter window length. To solve these problems, we propose in this paper a method for random noise elimination based on the time-space variant median filtering. On one hand, we set an appropriate filtering direction at every sample point according to the coherence characteristics of reflection events; and on the other hand, we choose an appropriate filtering length at every sample point according to the coherence degree of seismic data. Test results on model and real data show that the proposed method can effectively eliminate random noise on both shot records and seismic sections. © 2016, Editorial Department OIL GEOPHYSICAL PROSPECTING. All right reserved.
引用
收藏
页码:1094 / 1102
页数:8
相关论文
共 14 条
  • [1] Bednar J.B., Applications of median filtering to deconvolution, pulse estimation, and statistical editing of seismic data, Geophysics, 48, 12, pp. 1598-1610, (1983)
  • [2] Duncan G., Beresford G., Some analyses of 2-D median f-k filters, Geophysics, 60, 4, pp. 1157-1168, (1995)
  • [3] Wang Y., On separation technique of VSP upward and downward travelling components, GPP, 25, 1, pp. 23-36, (1986)
  • [4] Zhang W., Wang Y., Li H., Et al., VSP wave field separation by using secondary median filter method, Computing Techniques for Geophysical and Geochemical Exploration, 31, 6, pp. 590-593, (2009)
  • [5] Ding P., Li L., Deng Y., Multi-wave wavefield separation in deviat-VSP, Computing Techniques for Geophysical and Geochemical Exploration, 33, 5, pp. 477-482, (2011)
  • [6] Huang M., Li P., Wang Y., Two-step suppressing method for neighboring-shot interference by using vibroseis independent simultaneous shooting data, GPP, 51, 5, pp. 464-468, (2012)
  • [7] Xu H., Fan T., Zhao X., Et al., A deblending method based on vector median filter for ISS high density seismic data, OGP, 48, 3, pp. 340-344, (2013)
  • [8] Li X., Wang X., Xiao D., Et al., Application of median in seismic data processing, GPP, 43, 3, pp. 248-250, (2004)
  • [9] Liu C., Wang D., Liu Y., Et al., Preliminary study of using 2D multi-level median filtering technique to eliminate random noises, OGP, 40, 2, pp. 163-167, (2005)
  • [10] Li Z., Zhang C., Wang Q., Joint denoising method based on wavelet transform and multi-level median filtering, GPP, 48, 5, pp. 470-474, (2009)