• DocumentCode
    676350
  • Title

    A high-throughput FPGA architecture for parallel connected components analysis based on label reuse

  • Author

    Klaiber, Michael J. ; Bailey, Donald G. ; Ahmed, Shehab ; Baroud, Y. ; Simon, Stefan

  • Author_Institution
    Inst. for Parallel & Distrib. Syst., Univ. of Stuttgart, Stuttgart, Germany
  • fYear
    2013
  • fDate
    9-11 Dec. 2013
  • Firstpage
    302
  • Lastpage
    305
  • Abstract
    A memory efficient architecture for single-pass connected components analysis suited for high throughput embedded image processing systems is proposed which achieves a high throughput by partitioning the image into several vertical slices processed in parallel. The low latency of the architecture allows reuse of labels associated with the image objects. This reduces the amount of memory by a factor of more than 5 compared to previous work. This is significant, since memory is a critical resource in embedded image processing on FPGAs.
  • Keywords
    embedded systems; field programmable gate arrays; image segmentation; CCA; embedded image processing systems; field programmable gate arrays; high-throughput FPGA architecture; image partitioning; label reuse; memory efficient architecture; parallel connected components analysis; single-pass connected components analysis; Algorithm design and analysis; Corporate acquisitions; Field programmable gate arrays; Hardware; Image segmentation; Memory management; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Field-Programmable Technology (FPT), 2013 International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4799-2199-7
  • Type

    conf

  • DOI
    10.1109/FPT.2013.6718372
  • Filename
    6718372