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Volume 25 Issue 12
Dec.  2003
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Chen Tian-ding, Liu Ji-lin. A New Method of Fractal IFS Image Database Retrieval Combining Discriminant Function[J]. Journal of Electronics & Information Technology, 2003, 25(12): 1598-1602.
Citation: Chen Tian-ding, Liu Ji-lin. A New Method of Fractal IFS Image Database Retrieval Combining Discriminant Function[J]. Journal of Electronics & Information Technology, 2003, 25(12): 1598-1602.

A New Method of Fractal IFS Image Database Retrieval Combining Discriminant Function

  • Received Date: 2002-08-26
  • Rev Recd Date: 2003-01-15
  • Publish Date: 2003-12-19
  • In this paper, a new method of image compare search engine for fractal coding is proposed, namely using image topology characteristic of Iterative Function System (IFS) and applying to image deposit and retrieval. However, the image produces a lot of data by fractal coding and needs an effective method to retrieval, so this paper is based on Fisher discriminant function to estimate images similarity. Experiment shows image compare search engine can get exactly similar image of query image, it also has been testified better for tolerate-error and can effectively improve adaptivity in practice of image compare search engine.
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  • Mandelbrot B. The Fractal Geometry of Nature. San Francisco, CA: Freeman, 1982, Chapter3.[2]Barnsley M F. Fractals Everywhere. San Diego: Academic Press, 1988, Chapter 2.[3]Jacquin A E. A fractal theory of iterated Markov operators with applications to digital image coding. [Ph.D. Thesis], Georgia Institute of Technology, 1989.[4]Fisher Y, Jacobs E W, Boss R D. Iterated transformation image compression. NOSC Tech. Rep.TR-1408, San Diego, CA: Naval Oceans Systems Center, 1991.[5]Fisher Y. Fractal Image Compression: Theory and Application. New York: Springer-Verlag,1996, Chapter1.[6]Beardon A F. Iteration of Rational Functions. New York, USA: Springer-Verlag, 1991, Chapter2.[7]Dunford N, Schwartz J T. Linear Operators. New York: Wiley, 1966, Chapter4.[8]Ortega J M, Rheinboldt W C. Iterative Solution of Nonlinear Equations in Several Variables,UK: Academic Press, 1970, Chapter3.[9]Jacquin A E. Image coding base on a fractal theory of iterated contractive image transformations[J].IEEE Trans. on Image Processing.1992, 1(1):18-30[10]Yao Zhao, Baozong Yuan. A new affine transformation, its theory and application to image coding. IEEE Trans. on Circuits and Systems for Video Technology, 1998, 8(3): 47-51.[11]Jacquin A E. Fractal image coding: A review[J].Proc. IEEE.1993, 81(10):1451-1465[12]Finlayson G D, Chatterjee S S, Funt B V. Color angular indexing. ECCV96, New York: 1996,vol. 11: 16-27.[13]Pei S C, Cheng C M. Extracting color features and dynamic matching for image data-base retrieval[J].IEEE Trans. on Circuits and Systems for Video Technology.1999, 9(3):501-512
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