• DocumentCode
    3306512
  • Title

    Research of Image Detection Based on Improved AdaBoost Algorithm

  • Author

    Wu, Peng ; Qu, Shenming

  • fYear
    2010
  • fDate
    24-25 April 2010
  • Firstpage
    113
  • Lastpage
    115
  • Abstract
    In order to prevent more effectively the occurrence of the distortion of target weights’ distribution and further reduce system errors, a comprehensive improvement has been conducted on the algorithm’s weight updating and weight normalization to avoid the defects of the traditional AdaBoost image detection algorithm. It is proved that the improved algorithm is more effective.
  • Keywords
    Boosting; Computer errors; Computer interfaces; Computer vision; Degradation; Detection algorithms; Distributed computing; Face detection; Machine vision; Man machine systems; AdaBoost algorithm; weight normalization; weight updating;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Vision and Human-Machine Interface (MVHI), 2010 International Conference on
  • Conference_Location
    Kaifeng, China
  • Print_ISBN
    978-1-4244-6595-8
  • Electronic_ISBN
    978-1-4244-6596-5
  • Type

    conf

  • DOI
    10.1109/MVHI.2010.104
  • Filename
    5532663
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3306512