期刊文献+

一维经验模态分解在二维图像细节提取中的应用 被引量:1

Extracting the details from 2-D images with 1-D EMD
在线阅读 下载PDF
导出
摘要 提出了将一维经验模态分解(1D-EMD)应用到二维图像细节提取的方法.运用1D-EMD方法从水平方向和垂直方向分别处理二维图像,采用最小尺度对齐的原则,可以得到二维图像在水平方向和垂直方向的细节.最后将这2个方向的细节叠加,就可以提取出图像的细节信息.仿真结果证明了该方法的有效性. A new method for extracting image details is presented by using one-dimensional empirical mode decomposition ( 1 -D EMD). First, a 2-dimensional image is treated with 1 -D EMD method in both vertical and horizontal directions. Then the details of 2-D images in two directions can be achieved by using the principle of alignment of the minimal scale. Finally, overlaying the details in 2 directions will get the information of details of images. Simulation results verified the validity of the method.
出处 《应用科技》 CAS 2008年第8期1-4,共4页 Applied Science and Technology
关键词 图像处理 细节提取 EMD image processing detail extraction EMD
  • 相关文献

参考文献4

  • 1HUANG N E, ZHENG Shen, LONG S R, el al. The empirical mode decomposition and the Hilbert spectrum for nonlinear non-stationary time series analysis [ J ]. Porc R Soc London Ser A, 1998, 454( 1971 ) : 903-995.
  • 2HUANGN E, WU M L, LONGS R, et al. A confidence limit for the empirical mode decomposition and Hilbert spectral analysis [J]. Proc R Soc London Ser A, 2003, 459 ( 2037 ) : 2317-2345.
  • 3NUNES J C, BOUAOUNE Y, DELECHELLE E, et al. Image analysis by bidimensional empirical mode decomposition [J]. Image and Vision Computing, 2003, 21 (12): 1019-1026.
  • 4盖强,殷福亮.二维Hilbert-Huang变换的分解方法研究[J].电子与信息学报,2006,28(4):610-613. 被引量:8

二级参考文献16

  • 1Cohen L.Time-Frequency Analysis[M].Englewood Cliffs,NJ,Prentice-Hall,1995,Chapter 13.
  • 2Gloersen P,Huang N E.Comparison of interannual intrinsic modes in hemispheric sea ice covers and other geophysical parameters[J].IEEE Trans.on Geoscience and Remote Sensing,2003,41(5):1-14.
  • 3Huang N E,Hsing H,Shen Zheng,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.
  • 4Huang N E,Shen Zheng,Steven R L.A new view of nonlinear water waves:The Hilbert spectrum[J].Annu.Rev.Fluid Mech.,1999,31(1):417-457.
  • 5Chu 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],Shanghai,China:ISTM,2003,3:2039-2042.
  • 6Essex J W,Wiley A P.Application of the Hilbert-Huang transform to the analysis of molecular dynamics simulations[J].Journal of Physical Chemistry,Ser.A 2003,107(24):4869-4876.
  • 7Huang Wei,Shen Zheng,Huang N E,et al..Engineering analysis of biological variables:An example of blood pressure over 1 day[A].Proc.of Nat.Acad.Sci.[C].USA:PNAS,April 1998,95(9):4816-4821.
  • 8Boashash B.Estimating and interpreting the instantaneous frequency of a signal[J].Part Ⅰ,Proc.IEEE,1992,80(4):520-538.
  • 9Huang N E,Zheng Shen,Long S R,et al..The empirical mode decomposition and the Hilbert spectrum for nonlinear non-stationary time series analysis[J].Proc.R.Soc.London.Ser.A,1998,454(1971):903-995.
  • 10Huang N E,Wu M L,Long S R,et al..A confidence limit for the empirical mode decomposition and Hilbert spectral analysis[J].Proc.R.Soc.London.Ser.A,2003,459(2037):2317-2345.

共引文献7

同被引文献12

引证文献1

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部