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二维局域波分析在图像消噪中的应用研究

Study of Application of the 2-Dimension Local Wave Analysis in Image Denoising
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摘要 本文研究了局域波分析的二维分解算法,实现了二维Hilbert-Huang变换的分解方法,清晰地分解出图像的细节.同时在去除图像噪声应用中,与小波分析进行了对比,取得了满意的效果,从而拓宽了Hilbert-Huang变换的应用范围. The 2-D decomposition arithmetic of local wave analysis （LWA） is studied deeply,and the 2-dimension decomposition method of HHT is developed and applied. The new method not only can adaptively extract details of a digital image, but also can get better results in eliminating image noise by comparing with the Wavelet Transform.
作者 盖强 殷福亮 邹岩崑
机构地区 大连理工大学 中兴通讯股份有限公司
出处 《电子学报》 EI CAS CSCD 北大核心 2008年第9期1763-1765,共3页 Acta Electronica Sinica
基金 中国博士后科学基金(No.20060400969)
关键词 二维局域波分析 数字图像消噪 小波变换 2-D local wave analysis digital image denoising Wavelet Transform
分类号 TN911.73 [电子电信—通信与信息系统]
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参考文献8

  • 1Huang NE, Zheng Shen, Long SR, et al. The empirical mode decomposition and the hilbert spectrum for nonlinear non-stationary time series analysis [J]. Proc R Soc London A, 1998, 454: 903 - 995.
  • 2盖强,张海勇,徐晓刚.Hilbert-Huang变换的自适应频率多分辨分析研究[J].电子学报,2005,33(3):563-566. 被引量：35
  • 3Gloersen, P, Huang, NE. Comparison of interannual inlrinsic modes in hemispheric sea ice covers and other geophysical parameters[ J ]. IEEE Transactions on Geoscience and Remote Sensing, 2003,41 : 1 - 14.
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  • 5王珍,马孝江.局域波时频法在柴油机缸套活塞磨损诊断中的应用研究[J].内燃机学报,2002,20(2):157-160. 被引量：39
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  • 7Essex JW, Wiley AP. Application of the hilbert-huang transform to the analysis of molecular dynamics simulations[ J]. Journal of Physical Chemistry, A2003,107.4869 - 4876.
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二级参考文献24

  • 1盖强.局域波时频分析方法的理论研究与应用：（学位论文）[M].大连:大连理工大学,2001..
  • 2五十铃自动车株式会社.TCM叉车用柴油机技术参数[M].东京都港:TCM东洋运担株式会社,1989.32.
  • 3Huang NE,Zheng Shen,Long SR,et al.The empirical mode decomposition and the hilbert spectrum for nonlinear non-stationary time series analysis[J].Proc R Soc London,A(1998),454:903-995.
  • 4Huang NE,Wu ML,Long SR,et al.A confidence limit for the empirical mode decomposition and hilbert spectral analysis[J].Proceedings of the Royal Society of London.A(2003),459:2317-2345.
  • 5Yu Bo,Ma X J.A new method for the analysis of non-stationary nonlinear vibration signal and its use in machine fault diagnosis[A].Proceedings of International Conference on Vibration Engineering[C].China:PICVE,1998.668-671.
  • 6Gloersen P,Huang NE.Comparison of interannual intrinsic modes in hemispheric sea ice covers and other geophysical parameters[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41:1-14.
  • 7Huang NE,Hsing H,Zheng Shen,et al.The Ages of large amplitude coastal seiches on the caribbean coast of puerto rico[J].Journal of Physical Oceanography,2000,30(8):2001-2012.
  • 8Huang NE,Shen Zheng,Steven RL.A new view of nonlinear water waves:the hilbert spectrum[J].Annu Rev Fluid Mech.,1999,31:417-457.
  • 9Chu Jan,Gai Qiang,Zhang Haiyong.The EMD Method and Its Use in Ship Diagnosis[A].Proceeding of the International Symposium on Test and Measurement[C].China:ISTM,2003,3:2039-2042.
  • 10Essex JW,Wiley AP.Application of the hilbert-huang transform to the analysis of molecular dynamics simulations[J].Journal of Physical Chemistry,A (2003),107:4869-4876.

共引文献71

电子学报
2008年 第9期

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