Research Article

Fabric Defect Detection Based on Pattern Template Correction

Table 1

DSR of the original and improved E-V methods.

ā€‰ Box-patterned Star-patterned Dot-patterned Method

Broken End0.83330.94560.8921Original
0.93560.98110.9492Improved
Hole0.89110.77820.9238Original
0.95780.95780.9524Improved
Netting Multiple 0.860.95890.8825Original
0.91780.98110.9048Improved
Thin Bar0.920.83670.9175Original
0.960.95110.9778Improved
Thick Bar0.9370.76040.9714Original
0.95370.91520.9873Improved
KnotsNot this typeNot this type0.9048Original
0.9429Improved
Overall
0.88830.85590.9153Original
0.9450.95730.9254Improved