• DocumentCode
    2105080
  • Title

    Research on the Algorithm of Small Object Detection of Image Based on Genetic Algorithm

  • Author

    Pan, Xiuqin ; Lu, Yong ; Zhao, Yue ; Xu, Xiaona ; Cao, Yongcun

  • Author_Institution
    Sch. of Inf. Eng., Central Univ. for Nat., Beijing
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    420
  • Lastpage
    423
  • Abstract
    The problem of detection for small object descript by image would be investigated, and the faster detection algorithm based on the genetic algorithm and partial fractal dimension would be presented in this paper. The stability of the fractal dimension used in the small object detection and the real-time performance provided by multi-dot searching algorithm provided by genetic algorithm would be fully used in the given algorithm, and the corresponding efficiency and stability of threshold selection for object detection algorithm would be enhanced. On the basis of that, the simulation on the algorithm mentioned-above is carried out and the results illustrated that the algorithm is effective and valid.
  • Keywords
    fractals; genetic algorithms; object detection; genetic algorithm; image detection; object detection; partial fractal dimension; Biological cells; Data mining; Detection algorithms; Feature extraction; Fractals; Genetic algorithms; Genetic engineering; Information technology; Object detection; Stability; genetic algorithm; small object detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application Workshops, 2008. IITAW '08. International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-0-7695-3505-0
  • Type

    conf

  • DOI
    10.1109/IITA.Workshops.2008.262
  • Filename
    4731967