J4 ›› 2012, Vol. 30 ›› Issue (2): 157-163.

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Fabric Defect |Detection Based on Adaptive Morphological Filter Algorithm

LI Gang1|YANG Xin1|TANG Ting-ge1|FEI Shu-min2   

  • Received:2011-11-22 Online:2012-03-28 Published:2012-04-19

Abstract:

Considering the disadvantages of large calculation and bad adaption,periodic change of fabrics texture was used.Base on that, morphological filtering is carried out and   the threshold is confirmed by using pixel area,then the defects position is found.As a result,it will not affect the veracity and improve the computational speed.The experimental results show that the defect position is in accord with human subjective vision  decreasing the error rate by 4%.

Key words: construct the structuring element, morphological filter, adaptive threshold selection, defect detection

CLC Number: 

  • TP391.4