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Volume 30 Issue 12
Jan.  2011
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Song Li-Xin, Gao Feng-Jiao, Xi Chao-Hui. Compared and Improved Research of Bidimensional Empirical Mode Decomposition Method[J]. Journal of Electronics & Information Technology, 2008, 30(12): 2890-2893. doi: 10.3724/SP.J.1146.2007.01871
Citation: Song Li-Xin, Gao Feng-Jiao, Xi Chao-Hui. Compared and Improved Research of Bidimensional Empirical Mode Decomposition Method[J]. Journal of Electronics & Information Technology, 2008, 30(12): 2890-2893. doi: 10.3724/SP.J.1146.2007.01871

Compared and Improved Research of Bidimensional Empirical Mode Decomposition Method

doi: 10.3724/SP.J.1146.2007.01871
  • Received Date: 2007-12-03
  • Rev Recd Date: 2008-03-31
  • Publish Date: 2008-12-19
  • In this paper, the implement process and application in image processing of bidimensinal EMD are given. Two interpolation methods are analyed and comperad in arithmetic speed and visual efficiency with experiments and theory, Delaunay triangulation based cubic spline interpolation and radial basis function interpolation which are usually used.At the same time, a new fast decomposition based on radial basis function interpolation is suggested. Its superiorities are also analyzed. The results prove this method is feasible, and its superiorities are obvrious.
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  • [1] Huang N E, Zheng Shen, and Long S R, et al.. The empiricalmode decomposition method and the Hilbert spectrum fornon-stationary time series analysis [D]. Proc. R. Soc. London.Ser. A, 1998, 9454(1971): 903-995. [2] Huang N E and Zhaohua Wu. A study of the characteristicsof white noise using the empirical mode decompositionmethod [J].Proc. Roy. Soc. London. A.2004, 460:1597-1611 [3] Nunes J C, Niang O, and Bouaoune Y, et al.. BidimensionalEmpirical mode decomposition modified for texture analysis.Scandinavian Conference on Image Analysis [C]. SCIA, June29-July 2, 2003: 171-177. [4] 宋舰平, 张杰. 二维经验模分解在海洋遥感图像信息分离中的应用[J]. 高科技通讯, 2001, 9: 62-67. [5] 沈滨, 崔峰, 彭思龙. 二维EMD的纹理分析及图像瞬时频率估计[J]. 计算机辅助设计与图形学学报, 2005, 17(10):2345-2352. [6] Zhongxuan Liu and Silong Peng. Boundary processing ofbidimensional EMD using texture synthesis [J]. IEEE SignalProcessing Letter, 2005, 12(1): 33-36. [7] Christophe Damerval, Sylvain Meignen, and Valrie Perrier.A fast algorithm for bidimensional EMD [J].IEEE SignalProcessing Letters.2005, 12(10):701-704 [8] Linderhed A. 2D empirical mode decomposition in the spiritof image compression [J]. Wavelet and IndependentComponent Analysis Application IX, SPIE Processings. 2002,4738: 1-8. [9] Nunes J C, Guyot S, and Del echelle E. Texture analysi sbased on local analysis of the Bidimensional Empirical ModeDecomposition [J].Machine Vision and Applications.2005,16:177-188 [10] 谢国瑞线性代数[M]. 上海: 华东理工大学出版社, 1996, 第2章. [11] 米兰, 许海波. 基于边缘提取的图像拼接[J]. 计算机应用研究,2007, 25(5): 318-320.
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