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      • Department of Electrical and Electronics Engineering
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      Image description using a multiplier-less operator

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      Author
      Tuna, H.
      Onaran, I.
      Cetin, A. E.
      Date
      2009-06-05
      Journal Title
      IEEE Signal Processing Letters
      ISSN
      1070-9908
      Publisher
      IEEE
      Volume
      16
      Issue
      9
      Pages
      751 - 753
      Language
      English
      Type
      Article
      Metadata
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      Please cite this item using this persistent URL
      http://hdl.handle.net/11693/11767
      Abstract
      A fast algorithm for image classification based on a computationally efficient operator forming a semigroup on real numbers is developed. The new operator does not require any multiplications. The co-difference matrix based on the new operator is defined and an image descriptor using the co-difference matrix is developed. In the proposed method, the multiplication operation of the well-known covariance method is replaced by the new operator. The proposed method is experimentally compared with the regular covariance matrix method. The proposed descriptor performs as well as the the regular covariance method without performing any multiplications. Texture recognition and licence plate identification examples are presented.
      Published as
      http://dx.doi.org/10.1109/LSP.2009.2024589
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      • Department of Electrical and Electronics Engineering 2964

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