• DocumentCode
    2211511
  • Title

    Randomized Hough Transform with minimal memory requirements

  • Author

    Kapruziak, Mariusz

  • Author_Institution
    Comput. Sci. Dept., West Pomeranian Univ. of Technol., Szczecin, Poland
  • fYear
    2012
  • fDate
    11-13 April 2012
  • Firstpage
    185
  • Lastpage
    188
  • Abstract
    In this paper a modification of Randomized Hough Trans-form algorithm is proposed. It is focused on FPGA imple-mentation issues, mainly on memory minimization problem. Parameter space is discarded in consequence and a line-list is introduced instead. Lines could be chosen randomly from that list and processed further by pairing them to form a longer line, checking correctness and extending. Pairing is the crucial operation for such an algorithm but checking and extending seems to improve performance significantly, what has also been analyzed in the article.
  • Keywords
    Hough transforms; field programmable gate arrays; storage management chips; FPGA; memory minimization problem; minimal memory requirements; randomized Hough transform; Algorithm design and analysis; Approximation algorithms; Field programmable gate arrays; Memory management; Noise; Resistance; Transforms; Randomized Hough Transform; mem-ory efficient pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing (IWSSIP), 2012 19th International Conference on
  • Conference_Location
    Vienna
  • ISSN
    2157-8672
  • Print_ISBN
    978-1-4577-2191-5
  • Type

    conf

  • Filename
    6208103