• DocumentCode
    3001390
  • Title

    Mathematical Morphology Structure Element Construction Based on Genetic Algorithm and Its Application in Traffic Vehicle Detection

  • Author

    Shao, Bin ; Xiang, Nan ; Yang, Zhen

  • Author_Institution
    Sch. of Inf. & Eng., Huzhou Teachers Coll., Huzhou, China
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper analyzes construction method of Mathematical morphology structure element, puts forward a new algorithm for constructing mathematical morphology structure element , combined genetic algorithm, and designs corresponding genetic fitness function, cross operator and mutation method. We apply structure element obtained from this algorithm to traffic vehicle detection, and carry out experimental analysis. The construction method introduced by the paper proposes a new idea for Mathematical morphology structure element construction.
  • Keywords
    genetic algorithms; mathematical morphology; object detection; road vehicles; traffic engineering computing; cross operator; fitness function; genetic algorithm; mathematical morphology structure element construction; mutation method; traffic vehicle detection; Algorithm design and analysis; Genetics; Morphology; Shape; Skeleton; Training; Vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2010 International Conference on
  • Conference_Location
    Ningbo
  • Print_ISBN
    978-1-4244-7871-2
  • Type

    conf

  • DOI
    10.1109/ICMULT.2010.5630942
  • Filename
    5630942