Strip Surface Defects Recognition Based on PSO-RS&SOCP-SVM Algorithm

Table 1

Strip surface defect image characteristic parameters.

Types	Feature parameters
Geometrical features	Elongation, rectangle degree, area, perimeter, invariant moments (from first order to seventh order)
Gray features	Mean, variance, gray entropy
Texture features	Energy, inertance, consistency, roughness, contrast, direction