Title :
Automated detection and neural classification of local defects in textile web
Author :
Stojanovic, R. ; Mitropulos, P. ; Koulamas, C. ; Koubias, S. ; Papadopoulos, George ; Karayanis, G.
Author_Institution :
Patras Univ., Greece
Abstract :
This paper describes a vision-based fabric inspection system. The general hardware and software platform, developed for solving this problem, is presented and a powerful novel method for defect inspection is proposed. Using a reduced number of defect classes the system gives consistent repeatable results in the experimental and industrial implementations
Keywords :
textile industry; automated detection; automated neural classification; consistent repeatable results; defect classes; defect inspection; experimental implementation; hardware platform; industrial implementation; local defects; software platform; textile web; vision-based fabric inspection system;
Conference_Titel :
Image Processing and Its Applications, 1999. Seventh International Conference on (Conf. Publ. No. 465)
Conference_Location :
Manchester
Print_ISBN :
0-85296-717-9
DOI :
10.1049/cp:19990403
