Fabric Defect Detection Using Local Homogeneity Analysis and Neural Network

Table 4

The testing accuracy for different blocks conditions using FNN.

Blocks conditions	FNN including all features		FNN including selected features
	Classification accuracy [%]		Classification accuracy [%]
	Training	Testing	Training	Testing
Defective blocks	97.50	95.30	98.30	96.60
Nondefective blocks	99.10	97.20	100	98.10
Average	98.30	96.25	99.15	97.35