• DocumentCode
    1718804
  • Title

    FPGA technology and parallel computing towards automatic microarray image processing

  • Author

    Belean, Bogdan ; Borda, Monica ; LeGal, Bertrand ; Malutan, Raul

  • Author_Institution
    Commun. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
  • fYear
    2011
  • Firstpage
    607
  • Lastpage
    610
  • Abstract
    Automation, computational time and cost are open subjects in microarray image processing. The present paper proposes image processing techniques together with their implementations in order to eliminate the shortcomings of the existing software platforms for microarray image processing: user intervention, increased computational time and cost. Thus, for each step of microarray image processing, application-specific hardware architectures are designed aiming algorithms parallelization for fast processing. Computational time is estimated and compared with state of the art approaches. The proposed hardware architectures integrated inside microarray scanners deliver microarray image characteristics in an automated manner, excluding the need of an additional software platform. The FPGA technology was chosen for implementation, due to its parallel computation capabilities and ease of reconfiguration.
  • Keywords
    field programmable gate arrays; image processing; parallel processing; FPGA technology; automatic microarray image processing; computational time; hardware architectures; parallel computing; user intervention; Computer architecture; DNA; Field programmable gate arrays; Hardware; Image edge detection; Image segmentation; Microarray; image processing; parallel computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications and Signal Processing (TSP), 2011 34th International Conference on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4577-1410-8
  • Type

    conf

  • DOI
    10.1109/TSP.2011.6043657
  • Filename
    6043657