Fabric Defect Detection in Textile Manufacturing: A Survey of the State of the Art

Table 1

Statistical algorithms for fabric defect detection.

Author	Proposed method	Dataset	Evaluation
Sayed [19]	Entropy filtering and minimum error thresholding	TILDA dataset	Detection success rate
Kumari [20]	Sylvester matrix based similarity method	KTH-TIPS-I and KTH-TIPS-II	False positives and false negatives
Chetverikov and Hanbury [21]	Based on two fundamental structural properties, regularity and local orientation (anisotropy)	Brodatz images and TILDA dataset	Detection success rate