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小波变换多尺度分析在地震资料处理中的应用 被引量:1

MULTI-RESOLUTION ANALYSIS OF WAVELET TRANSFORM & ITS APPLICATION IN SEISMIC DATA PROCESSING
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摘要 For the problems exiting in real seismic data processing, such as S/N ratio and resolution, this paper utilizes 2D wavelet transform and multi-resolution analysis to attenuate noise and enhance resolution. Many calculations preseuted in this paper have shown that the data quality after multi-resolution analysising is improved. For the problems exiting in real seismic data processing, such as S/N ratio and resolution, this paper utilizes 2D wavelet transform and multi-resolution analysis to attenuate noise and enhance resolution. Many calculations preseuted in this paper have shown that the data quality after multi-resolution analysising is improved.
出处 《数值计算与计算机应用》 CSCD 北大核心 2004年第4期283-288,共6页 Journal on Numerical Methods and Computer Applications
基金 国家自然科学基金项目(40004003)所长基金项目资助.
关键词 地震资料处理 多尺度分析 小波变换 Wavelet transform, Mallat algorithm, Multi-resolution Analysis, Wavelet packet
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参考文献5

  • 1Beylkin, G., Coifman, R., Rokhlin, V., Fast wavelet transform and numerical algorithms. I,Comm. on Pure and Appl. Math., Vol.XLIV, No.2, March 1991.
  • 2Oliver Rioul, Martin Vetterli, Wavelets and signal processing, IEEE, P. 14-35, 1991. 10.
  • 3Jean-Luc Stack, Filtering and deconvolution by the wavelet transform, Elsevier, Signal Processing35 P. 195-211, 1994.
  • 4Daubechies,I., Orthogonal bases of compactly supported wavelets, Comm. on Pure and Appl.Math. Vol. XLI 909-996, 1988.
  • 5Daubechies, I., The wavelet transform, time-frequency localization and signal analysis, The Trans.on Inform. Th., Vol.36, No.5, Sep. 1990.

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