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結(jié)合判別函數(shù)的分形IFS圖像檢索

陳添丁 劉濟林

陳添丁, 劉濟林. 結(jié)合判別函數(shù)的分形IFS圖像檢索[J]. 電子與信息學報, 2003, 25(12): 1598-1602.
引用本文: 陳添丁, 劉濟林. 結(jié)合判別函數(shù)的分形IFS圖像檢索[J]. 電子與信息學報, 2003, 25(12): 1598-1602.
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.

結(jié)合判別函數(shù)的分形IFS圖像檢索

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

  • 摘要: 該文提出一種分形編碼的圖像比對搜索方法,即把迭代函數(shù)系可反映圖像的拓撲特性,用于圖像的儲存和檢索.而圖像經(jīng)過分形編碼后,得到大量資料,需要一個有效的方法進行檢索,文中根據(jù)Fisher判別函數(shù)來判定圖像相似度.實驗結(jié)果表明,圖像比對搜索引擎能準確找出查詢圖像的相似圖像外,還證實本方法對圖像有一定的容錯性能,能有效地提高圖像比對搜索引擎在實際應用中的可適性。
  • 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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出版歷程
  • 收稿日期:  2002-08-26
  • 修回日期:  2003-01-15
  • 刊出日期:  2003-12-19

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