• DocumentCode
    1706228
  • Title

    Parallel implementation of morphological processing on Cell/BE with OpenCV interface

  • Author

    Sugano, Hiroki ; Miyamoto, Ryusuke

  • Author_Institution
    Dept. of Commun. & Comput. Eng., Kyoto Univ., Kyoto
  • fYear
    2008
  • Firstpage
    578
  • Lastpage
    583
  • Abstract
    One of the most frequently used operations in image recognition is morphological processing. In this paper, we propose a parallel implementation of morphological processing optimized for cell broadband engine (cell), which is one of the latest high performance embedded processors. By utilizing the computational power of cell suitable for image recognition, we achieve high-speed morphological processing. Moreover, we construct a software interface to the parallel implemented morphological operations on cell compatible with OpenCV library. By our implementation, two 3.6 GHz SPEs on cell can process erosion of a 1024times768 pixel image by a 5times5 pixel rectangle kernel in 0.601 milliseconds, though a 2.66 GHz Intel Core 2 processor takes 11.590 milliseconds to process it.
  • Keywords
    digital signal processing chips; image recognition; parallel processing; public domain software; software libraries; OpenCV interface; OpenCV library; cell broadband engine; embedded processors; image recognition; morphological processing; software interface; Application software; Concurrent computing; Embedded computing; Engines; Image recognition; Morphological operations; Open source software; Pixel; Real time systems; Software libraries;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
  • Conference_Location
    St Julians
  • Print_ISBN
    978-1-4244-1687-5
  • Electronic_ISBN
    978-1-4244-1688-2
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2008.4537291
  • Filename
    4537291