• DocumentCode
    396464
  • Title

    Implementing Otsu´s thresholding process using area-time efficient logarithmic approximation unit

  • Author

    Tian, H. ; Lam, S.K. ; Srikanthan, T.

  • Author_Institution
    Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore
  • Volume
    4
  • fYear
    2003
  • fDate
    25-28 May 2003
  • Abstract
    Otsu´s global automatic image thresholding method has been widely employed in various real-time applications. In this paper, a novel architecture for the BCVC (Between Class Variance Computation) of Otsu´s method is presented to meet these high-speed requirements. The proposed implementation employs a binary Logarithmic Conversion Unit (LCU) to eliminate the complex divisions and multiplications in the Otsu´s procedure. Implementations on the FPGA (Field Programmable Gate Array) platform show that our method achieves a computation speed-up of about 2.75 times by occupying only 1/6th of the FPGA slices required by one that relies on the direct implementation.
  • Keywords
    field programmable gate arrays; image processing; performance evaluation; real-time systems; FPGA platform; area-time efficient logarithmic approximation unit; between class variance computation; binary logarithmic conversion unit; global automatic image thresholding method; high-speed requirements; real-time applications; Computer architecture; Costs; Embedded system; Field programmable gate arrays; Hardware; Image converters; Image segmentation; Pixel; Real time systems; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1205763
  • Filename
    1205763