Research Article

A Set of Geometric Features for Neural Network-Based Textile Defect Classification

Table 1

Visual inspection versus automated inspection.

Inspection typeVisualAutomated

Fabric types100%70%
Defect detection rate70%80%+
Reproducibility50%90%+
Objective defect judgement50%100%
Statistics ability0%95%+
Inspection speed30 m/min120 m/min
Response type50%80%
Information content50%90%+
Information exchange20%90%+