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Volume 24 Issue 3
Mar.  2002
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Yang Jinsheng, Cai Jing, Ding Runtao. Robust filter algorithm based on wavelet[J]. Journal of Electronics & Information Technology, 2002, 24(3): 413-417.
Citation: Yang Jinsheng, Cai Jing, Ding Runtao. Robust filter algorithm based on wavelet[J]. Journal of Electronics & Information Technology, 2002, 24(3): 413-417.

Robust filter algorithm based on wavelet

  • Received Date: 2000-08-11
  • Rev Recd Date: 2001-02-19
  • Publish Date: 2002-03-19
  • This paper studies mainly different properties of non-stationary signals and different kinds of noise under wavelet transformation, and presents a novel algorithm based on wavelet transformation and order statistic filter to attenuate noises. The algorithm attenuates the noise by choosing local threshold through the relativity property between different wavelet transformation with different scales, the different properties of different noises under wavelet transform and the order statistical theory. The simulation experiments show that that the algorithm has good property for different kinds of noise.
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  • S.G.Mallat,A theory for multiresolution signal decomposition: The wavelet representation.IEEE Trans.on PAMI,1989,PAMI-11(7),674-693.[2]S.Miallat,Sifen Zhong,Characterization of signals from multiscale edges,IEEE Trans.on PAMII.1992.PAMI-14(7),710-732.[3]Yansun Xu,B.Weaver,D.M.Healy,Wavelet transform domain filters: A spatially selective noise filtration technique,IEEE Trans.on IP,1994,IP-3(6),747-758.[4]D.L.Donoho,De-noising by soft-thresholding,IEEE Trans.on IT,1995,IT-41(3),613 627.[5]S.Mlallat,Wen Liang Hwang,Singularity detection and processing with wvavelets,IEEE Trans.on IT,1992,IT-38(2),617-643.[6]MI.R.Banham,A.K.Katsaggelos,Spatially adaptive wavelet-based multiscale image restoration,IEEE Trans.on IP,1996,IP-5(4),619-634.[7]N.WVeyrich,G.T.WVarhola,Wavelet shrinkage and generalized cross validation for image denoising,IEEE Trans.on IP,1998,IP-7(1),82-90.[8]I.Pitas,A.N.Venetsanoponlos,Nonlinear Digital Filters Principles and Application.Kluwer Acadenfic Publishers,1990.
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