• DocumentCode
    3627975
  • Title

    Model based defect detection problem: Particle filter approach

  • Author

    Kubilay Basibuyuk;Kursat Coban;Aysin Ertuzun

  • Author_Institution
    ASELSAN Inc. Radar and Electronic Warfare and Intelligence Systems, Ankara, Turkey
  • fYear
    2008
  • fDate
    3/1/2008 12:00:00 AM
  • Firstpage
    348
  • Lastpage
    351
  • Abstract
    This paper addresses the raw textile defect detection problem. An efficient algorithm based on Bayesian estimation is presented for detection of defects encountered in textile images. Bayesian estimation is performed by particle filtering. Performance improvement in detection rate has been verified through extensive computer simulations.
  • Keywords
    "Particle filters","Inspection","State estimation","Autoregressive processes","Monte Carlo methods","Textile products","Predictive models","Filtering","Bayesian methods","Humans"
  • Publisher
    ieee
  • Conference_Titel
    Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
  • Print_ISBN
    978-1-4244-1687-5
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2008.4537248
  • Filename
    4537248
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3627975