Strip Steel Surface Defects Recognition Based on SOCP Optimized Multiple Kernel RVM

Figure 5

Strip steel defect images.

(a) Scratches

(b) Abrasions

(c) Scars

(d) Roller marks

(e) Holes

(f) Edge cracks

(g) Surface upwarping

(h) Pitting