Model based defect detection problem: Particle filter approach

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.