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Volume 22 Issue 3
May  2000
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Ma Bo, Qiu Zhengding. HYBRID IMAGE CODING USING ORIENTATION WAVELET SUBTREE FRACTAL QUANTIZATION AND ZEROTREE WAVELET QUANTIZATION[J]. Journal of Electronics & Information Technology, 2000, 22(3): 402-410.
Citation: Ma Bo, Qiu Zhengding. HYBRID IMAGE CODING USING ORIENTATION WAVELET SUBTREE FRACTAL QUANTIZATION AND ZEROTREE WAVELET QUANTIZATION[J]. Journal of Electronics & Information Technology, 2000, 22(3): 402-410.

HYBRID IMAGE CODING USING ORIENTATION WAVELET SUBTREE FRACTAL QUANTIZATION AND ZEROTREE WAVELET QUANTIZATION

  • Received Date: 1998-08-19
  • Rev Recd Date: 1999-02-12
  • Publish Date: 2000-05-19
  • This paper first introduces the idea about orientation wavelet subtree quantization and constructs a hybrid image coding using orientation wavelet subtree fractal quantization and zerotree wavelet quantization. With this coding method the horizontal, vertical and diagonal scaling factors of quadtrees are treated independently according to the statistic analysis of test image orientation property and a result of a marked improvement in accuracy with respect to quantization for image compression is obtained. The coding results of this hybrid coding scheme outperform conventional fractal coders and Davis SQS method.
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  • Davis G M. A wavelet-based analysis of fractal image coinpression .IEEE Trans. on Image Processing, 1998,IP-72, IP-7(2) :141-154.[2]Simon B. Explicit link between local fractal transform and multiresolusion transform. Proceedings of Signal Processing, edited by J. Storer. IEEE Computer Society Press, 1995, (3): 362-366.[3]Rinaldo R, Calvagno G. Image coding by block prediction of multiresolution subimages .IEEE Trans. on Image Processing, 1995,IP-47, IP-4(7) :909-920.[4]Forte B, Vrscay E R. Solving the inverse problem for function/image approximation using iterated function systems .Fractals, 1994,23, 2(3) :335-346.[5]Wohlberg B, de Jager G. Fractal coding performance for first-order Gauss-Nlarkov models[J].Elec-tron. Lett.1996, 32(2):441-442[6]Shapiro J. Embedded image coding using zerotrees of wavelet coefficients .IEEE Trans. on Signal Processing, 1993,SP-4112, SP-41(12) :3445-3462.[7]Xiong Z, Ramchandran K, Orchard M T. Space-frequency qnantization for wavelet image coding .IEEE Trans. on Image Processing, 1997,IP-65, IP-6(5) :677-693.[8]Antonini M, Barlaud M, Mathieu P. Image coding using wavelet transform .IEEE Trans. on Image Processing, 1992,IP-14, IP-1(4) :205-220.
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