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Volume 23 Issue 10
Oct.  2001
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Wang Ling, Wang Weiwei, Song Guoxiang. ADAPTIVE PREFILTER FOR MULTIWAVELET IMAGE TRANSFORM[J]. Journal of Electronics & Information Technology, 2001, 23(10): 949-953.
Citation: Wang Ling, Wang Weiwei, Song Guoxiang. ADAPTIVE PREFILTER FOR MULTIWAVELET IMAGE TRANSFORM[J]. Journal of Electronics & Information Technology, 2001, 23(10): 949-953.

ADAPTIVE PREFILTER FOR MULTIWAVELET IMAGE TRANSFORM

  • Received Date: 1999-11-16
  • Rev Recd Date: 2000-07-28
  • Publish Date: 2001-10-19
  • A simple and efficient method to design adaptive prefilters based on minimizing the high pass energy of the signal multiwavelet decomposition is presented in this paper. This method can be generalized to 2-dimensional images by processing rows and columns respectively. In this way adaptive prefiltering can be performed for images so that the reconstructed image quality is greatly improved. The experimental result shows that the adaptive prefilter given in this paper is superior to the other prefilters available.
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  • C.K. Chui, J. A. Lian, A study of orthonormal multi-wavelets, Appl. Numer. Math., 1996, 20(3),273 298.[2]J.S. Geronimo, D. P. Hardin, P. R. Massopust, Fractal functions and wavelet expansions based on several scaling functions, J. Approx. Theory, 1994, 78(3), 373-401.[3]Q. Jiang, On the design of multifilter banks and orthonormal multiwavelet bases, IEEE Trans.on Signal Processing, 1998, SP-46(12), 3292-3302.[4]X.G. Xia, J. S. Geronimo, D. P. Hardin, B. W. Suter, Design of prefilters for discrete multiwavelet transforms, IEEE Trans. on Signal Processing, 1996, SP-44(1), 25-35.[5]J. Lebrun, M. Vetterli, Balanced multiwavelets theory and design, IEEE Trans. on Signal Processing, 1998, SP-46(4), 1119-1125.[6]J.T. Miller, C. C. Li, Adaptive multiwavelet initialization, IEEE Trans. on Signal Processing, 1998, SP-46(12), 3282-3291.[7]V. Strela, P. Heller, G. Strang, P. Topiwala, C. Heil, The application of multiwavelet filter banks to signal and image processing, IEEE Trans. on Image Processing, 1999, IP-8(5), 548-563.
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