• DocumentCode
    263210
  • Title

    Efficient implementation of pattern matching recognition in heterogeneus architectures

  • Author

    Gonzalez-Bayon, Javier ; Sanchez, Pablo ; Barreda, Javier

  • Author_Institution
    TEISA Dept., Univ. of Cantabria, Santander, Spain
  • fYear
    2014
  • fDate
    26-28 Nov. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Implementation of pattern recognition algorithms is an important and complex task. These schemes usually perform time and resource consuming operations as 2D FFT. That is the reason why usually they are implemented in heterogeneous platforms with at least one DSP that accelerates the mathematical applications. Nevertheless, even using this specific processor the execution time required can be excessive. Therefore, an efficient use of all the processors available in the platform is mandatory. This paper proposes an efficient implementation of pattern recognition schemes in a heterogeneous platform that includes an ARM processor and a DSP.
  • Keywords
    digital signal processing chips; image matching; multiprocessing systems; parallel architectures; ARM processor; DSP; digital signal processing; heterogeneous architectures; heterogeneous platform; multiprocessor architecture; pattern matching recognition; pattern recognition algorithms; Algorithm design and analysis; Clocks; Computer architecture; Correlation; Digital signal processing; Optimization; Pattern recognition; embedded implementation; heterogeneous architecture; pattern matching recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design of Circuits and Integrated Circuits (DCIS), 2014 Conference on
  • Conference_Location
    Madrid
  • Type

    conf

  • DOI
    10.1109/DCIS.2014.7035573
  • Filename
    7035573