• DocumentCode
    2141424
  • Title

    Spatiotemporal Modular Arrangement for Energy Efficient Reconfigurable SoCs

  • Author

    Kinoshita, Keizo ; Okamura, Takahiro ; Takano, Daisuke ; Yao, Tingfeng ; Yamaguchi, Yoshio

  • Author_Institution
    Grad. Sch. of Syst. & Inf. Eng., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2013
  • fDate
    26-28 Sept. 2013
  • Firstpage
    97
  • Lastpage
    100
  • Abstract
    In this paper, the proposed approach is assessed from not only its power-performance efficiency but also the accuracy of implemented algorithms on the real hardware environment. The real system treats pattern recognition and motion tracking. The former uses the subspace method and the latter adapts the Kanade-Lucas-Tomasi (KLT) algorithm. These algorithms are widely known in computer vision but the both approaches are unsuited for reconfigurable architectures because they include much complex calculation such as the extraction of a square root of 32-bit or 64-bit data width. But, these methods do not operate simultaneously. Thus, by adopting spatiotemporal reconfiguration pipeline, this paper also describes not only the reduction of configuration size but also the achievement of low power consumption with the same performance of the naive approach.
  • Keywords
    computer vision; object tracking; pipeline processing; power aware computing; reconfigurable architectures; spatiotemporal phenomena; system-on-chip; KLT algorithm; Kanade-Lucas-Tomasi algorithm; computer vision; configuration size reduction; energy efficient reconfigurable SoC; motion tracking; naive approach; pattern recognition; power performance efficiency; reconfigurable architecture; spatiotemporal modular arrangement; spatiotemporal reconfiguration pipeline; Clocks; Computer architecture; Equations; Mathematical model; Pattern recognition; Power demand; System-on-chip; dynamic reconfiguration; efficient processing; power performance; spatiotemporal modular arrangement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Embedded Multicore Socs (MCSoC), 2013 IEEE 7th International Symposium on
  • Conference_Location
    Tokyo
  • Type

    conf

  • DOI
    10.1109/MCSoC.2013.41
  • Filename
    6657911