• DocumentCode
    1369290
  • Title

    Feature space transformation using genetic algorithms

  • Author

    Vafaie, Haleh ; De Jong, Kenneth

  • Author_Institution
    Datamat Syst. Res. Inc., McLean, VA, USA
  • Volume
    13
  • Issue
    2
  • fYear
    1998
  • Firstpage
    57
  • Lastpage
    65
  • Abstract
    The authors have developed an autonomous system that transforms feature spaces to improve classification techniques. They apply their method to an eye-detection face recognition system, demonstrating substantially better classification rates than competing systems
  • Keywords
    eye; face recognition; feature extraction; genetic algorithms; image classification; software performance evaluation; autonomous system; classification rates; eye detection; face recognition system; feature space transformation; genetic algorithms; performance; Genetic algorithms; Image processing; Image recognition; Indium phosphide; Machine learning; Robustness; Testing;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems and their Applications, IEEE
  • Publisher
    ieee
  • ISSN
    1094-7167
  • Type

    jour

  • DOI
    10.1109/5254.671093
  • Filename
    671093
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1369290